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Publications

Disclaimer: The following papers may have copyright restrictions. Downloads will have to adhere to these restrictions. They may not be reposted without explicit permission from the copyright holder. Any opinions, findings, and conclusions or recommendations expressed in these materials are those of the author(s) and do not necessarily reflect the views of the sponsors including National Science Foundation (NSF), Defense Advanced Research Projects Agency (DARPA), and any other sponsors listed in the publications.

Selected Recent Publications [ Click here for a complete list]

Reconfigurable and Parallel Computing

  1. Zhang, Bingyi; Prasanna, Viktor, Dynasparse: Accelerating GNN Inference through Dynamic Sparsity Exploitation37th IEEE International Parallel & Distributed Processing Symposium (IPDPS), 2023
  2. Wijeratne, Sasindu; Wang, Ta-Yang; Kannan, Rajgopal; Prasanna, Vikor, Accelerating Sparse MTTKRP for Tensor Decomposition on FPGAThe 31st International Symposium on Filed-Programmable Gate Arrays (FPGA 2023), 2023
  3. Yuan Meng; Rajgopal Kannan; Viktor Prasanna, A Framework for Monte-Carlo Tree Search on CPU-FPGA Heterogeneous Platform via on-chip Dynamic Tree ManagementThe 31st International Symposium on Filed-Programmable Gate Arrays (FPGA 2023), 2023
  4. Lin, Yi-Chien; Prasanna, Vikor, HyScale-GNN: A Scalable Hybrid GNN Training System on Single-Node Heterogeneous ArchitectureIEEE International Parallel & Distributed Processing Symposium (IPDPS), 2023

Data Science

  1. Zhou, Hongkuan; Kannan, Rajgopal; Swami, Ananthram; Prasanna, Viktor, HTNet: Dynamic WLAN Performance Prediction using Heterogenous Temporal GNN, IEEE International Conference on Computer Communications (InfoCom), 2023
  2. Zhou, Hongkuan; Zheng, Da; Song, Xiang; Karypis, George, Prasanna, Viktor K., DistTGL: Distributed Memory-Based Temporal Graph Neural Network TrainingThe International Conference for High Performance Computing, Networking, Storage, and Analysis (SC ’23), 2023
  3. Ye, Tian; Kannan, Rajgopal; Prasanna, Viktor K., Adversarial attack on GNN-based SAR image classifierSPIE Defense + Commercial Sensing, 2023
  4. Zhang, Pengmiao; Kannan, Rajgopal; Prasanna, Viktor K., Phases, Modalities, Temporal and Spatial Locality: Domain Specific ML Prefetcher for Accelerating Graph AnalyticsThe International Conference for High Performance Computing, Networking, Storage, and Analysis (SC ’23), 2023

Complete List of Publications: [Click here for the Google Scholar page]

  1. Lin, Yi-Chien; Xu, Zhijie; Prasanna, Viktor, xBS-GNN: Accelerating Billion-Scale GNN Training on FPGA, Proceedings of the SC ’23 Workshops of The International Conference on High Performance Computing, Network, Storage, and Analysis (SC-W), 2024
  2. Yang, Yang; Kannan, Rajgopal; Prasanna, Viktor K., A Framework for Generating Accelerators for Homomorphic Encryption Operations on FPGAs, 2024 IEEE 35th International Conference on Application-specific Systems, Architectures and Processors (ASAP), 2024
  3. Zhang, Pengmiao; Gupta, Neelesh; Kannan, Rajgopal; Prasanna, Viktor K., Attention, Distillation, and Tabularization: Towards Practical Neural Network-Based Prefetching, 2024 IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2024
  4. Zhang, Pengmiao; Kannan, Rajgopal; Anant, V. Nori; Prasanna, Viktor K., Accelerating Graph Analytics Using Attention‑Based Data Prefetcher, SN Computer Science, 2024
  5. Lin, Yi-Chien; Chen, Yuyang; Gobriel, Sameh; Jain, Nilesh; Krishna Jha, Gopi; Prasanna, Viktor, ARGO: An Auto-Tuning Runtime System for Scalable GNN Training on Multi-Core Processor, IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2024
  6. Lin, Yi-Chien; Deng, Gangda; Prasanna, Viktor, A Unified CPU-GPU Protocol for GNN Training, ACM International Conference on Computing Frontiers, 2024
  7. Xu, Zhihan; Yang, Yang; Kannan, Rajgopal; Prasanna, Viktor K., Bandwidth Efficient Homomorphic Encrypted Discrete Fourier Transform Acceleration on FPGA, 2024 IEEE 32nd Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM), 2024
  8. Parikh, Dhruv; Li, Shouyi; Zhang, Bingyi; Kannan, Rajgopal; Busart, Carl; Prasanna, Viktor, Accelerating ViT Inference on FPGA through Static and Dynamic Pruning, 0, 2024
  9. Zhang, Bingyi; Kannan, Rajgopal; Busart, Carl; Prasanna, Viktor, GCV-Turbo: End-to-end Acceleration of GNN-based Computer Vision Tasks on FPGA, 2024 IEEE 32nd Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM), 2024
  10. Gupta, Neelesh; Kannan, Narayanan; Zhang, Pengmiao; Prasanna, Viktor, TabConv: Low-Computation CNN Inference via Table Lookups, Proceedings of the 21st ACM International Conference on Computing Frontiers. 2024, 2024
  11. Wickramasinghe, Sachini; Parikh, Dhruv; Zhang, Bingyi; Kannan, Rajgopal; Prasanna, Viktor; Busart, Carl, VTR: An Optimized Vision Transformer for SAR ATR Acceleration on FPGA, SPIE Defense + Commercial Sensing, 2024
  12. Lin, Yi-Chien; Zhang, Bingyi; Prasanna, Viktor, HitGNN: High-Throughput GNN Training Framework on CPU+Multi-FPGA Heterogeneous Platform, IEEE Transactions on Parallel and Distributed Systems (TPDS), 2024
  13. Wijeratne, Sasindu; Kannan, Rajgopal; Prasanna, Vikor, Sparse MTTKRP Acceleration for Tensor Decomposition on GPU, 21st ACM International Conference on Computing Frontiers (CF’ 24), 2024
  14. Marino, Kyle; Zhang, Pengmiao; Prasanna, Viktor K., ME-ViT: A Single-Load Memory-Efficient FPGA Accelerator for Vision Transformers, 30th IEEE International Conference on High Performance Computing, Data, and Analytics, 2023
  15. Deng, Gangda; Akgül, Ömer F.; Zhou, Hongkuan; Zeng, Hanqing; Xia, Yinglong; Li, Jianbo; Prasanna, Viktor K., An Efficient Distributed Graph Engine for Deep Learning on Graphs, SC23 Workshop on Machine Learning with Graphs in High Performance Computing Environments, 2023
  16. Meng, Yuan; Wang, Qian; Zu, Tianxin; Prasanna, Viktor, Accelerating Deep Neural Network guided MCTS using Adaptive Parallelism, 2023 IEEE/ACM Workshop on Irregular Applications: Architectures and Algorithms (IA3), 2023
  17. Zhang, Pengmiao; Rajgopal, Kannan; Viktor K, Prasanna, Phases, Modalities, Temporal and Spatial Locality: Domain Specific ML Prefetcher for Accelerating Graph Analytic, The International Conference for High Performance Computing, Networking, Storage, and Analysis (SC’23), 2023
  18. Zhang, Bingyi; Wijeratne, Sasindu; Ye, Tian; Kannan, Rajgopal; Prasanna, Viktor; Busart, Carl; Kaplan, Lance, How can Human-in-the-loop Improve the Performance of SAR ATR? A Reinforcement Learning Based Approach, IEEE International Radar Conference 2023, 2023
  19. Zhou, Hongkuan; Zheng, Da; Song, Xiang; Karypis, George; Prasanna, Viktor, DistTGL: Distributed Memory-Based Temporal Graph Neural Network Training, The International Conference for High Performance Computing, Networking, Storage, and Analysis, 2023
  20. Ye, Tian; Kannan, Rajgopal; Prasanna, Viktor; Busart, Carl; Kaplan, Lance, Realistic Scatterer Based Adversarial Attacks on SAR Image Classifiers, IEEE International Radar Conference 2023, 2023
  21. Wijeratne, Sasindu; Kannan, Rajgopal; Prasanna, Vikor, Dynasor: A Dynamic Memory Layout for Accelerating Sparse MTTKRP for Tensor Decomposition on Multi-core CPU, 35th IEEE International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD 2023), 2023
  22. Wang, Ta-Yang; Kannan, Rajgopal; Prasanna, Viktor, Training Heterogeneous Graph Neural Networks using Bandit Sampling, 32nd ACM International Conference on Information and Knowledge Management (CIKM2023), 2023
  23. Wiggins, Samuel; Meng, Yuan; Kannan, Rajgopal; Prasanna, Viktor, Accelerating Multi-Agent DDPG on CPU-FPGA Heterogeneous Platform, 27th Annual IEEE High Performance Extreme Computing Virtual Conference (HPEC 2023), 2023
  24. Chen, Paul; Manjunath, Pavan; Wijeratne, Sasindu; Zhang, Bingyi; Prasanna, Viktor, Exploiting On-chip Heterogeneity of Versal Architecture for GNN Inference Acceleration, 33rd International Conference on Field-Programmable Logic and Applications (FPL 2023), 2023
  25. Fein-Ashley, Jacob; Ye, Tian; Kannan, Rajgopal; Prasanna, Viktor; Busart, Carl, Benchmarking Deep Learning Classifiers for SAR Automatic Target Recognition, 27th Annual IEEE High Performance Extreme Computing Virtual Conference (HPEC 2023), 2023
  26. Gorle, Abhiram Rao; Zhang, Pengmiao; Kannan, Rajgopal; Prasanna, Viktor K., G-MAP: A Graph Neural Network-Based Framework for Memory Access Prediction, 27th Annual IEEE High Performance Extreme Computing Virtual Conference (HPEC 2023), 2023
  27. Gupta, Neelesh; Zhang, Pengmiao; Kannan, Rajgopal; Prasanna, Viktor, PaCKD: Pattern-Clustered Knowledge Distillation for Compressing Memory Access Prediction Models, 27th Annual IEEE High Performance Extreme Computing Virtual Conference (HPEC 2023), 2023
  28. Zhang, Bingyi; Kannan, Rajgopal; Prasanna, Viktor, Accelerating GNN-based SAR Automatic Target Recognition on HBM-enabled FPGA, 27th Annual IEEE High Performance Extreme Computing Virtual Conference (HPEC 2023), 2023
  29. Zhang, Bingyi; Zeng, Hanqing; Prasanna, Viktor, GraphAGILE: An FPGA-Based Overlay Accelerator for Low-Latency GNN Inference, IEEE Transactions on Parallel and Distributed Systems, 2023
  30. Wiggins, Samuel; Meng, Yuan; Kannan, Rajgopal; Prasanna, Viktor, Characterizing Speed Performance of Multi-agent Reinforcement Learning, 12th International Conference on Data Science and Applications (DATA 2023), 2023
  31. Wijeratne, Sasindu; Zhang, Bingyi; Kannan, Rajgopal; Prasanna, Vikor; Busart, Carl, PAHD: Perception-Action based Human Decision Making using Explainable Graph Neural Networks on SAR Images, SPIE Defense + Commercial Sensing, 2023, 2023
  32. Ye, Tian; Kannan, Rajgopal; Prasanna, Viktor; Busart, Carl, Adversarial attack on GNN-based SAR image classifier, SPIE 12538, Artificial Intelligence and Machine Learning for Multi-Domain Operations Applications V, 2023
  33. Zhang, Bingyi; Prasanna, Viktor, Dynasparse: Accelerating GNN Inference through Dynamic Sparsity Exploitation, 37th IEEE International Parallel & Distributed Processing Symposium, 2023
  34. Lin, Yi-Chien; Prasanna, Vikor, HyScale-GNN: A Scalable Hybrid GNN Training System on Single-Node Heterogeneous Architecture, IEEE International Parallel & Distributed Processing Symposium, 2023
  35. Zhou, Hongkuan; Kannan, Rajgopal; Swami, Ananthram; Prasanna, Viktor, HTNet: Dynamic WLAN Performance Prediction using Heterogenous Temporal GNN, IEEE International Conference on Computer Communications (InfoCom), 2023
  36. Wiggins, Samuel; Meng, Yuan; Kannan, Rajgopal; Prasanna, Viktor, Evaluating Multi-agent Reinforcement Learning on Heterogeneous Platforms, Proceedings of SPIE Volume 12538, 2023
  37. Zhang, Bingyi; Wijeratne, Sasindu; Kannan, Rajgopal; Prasanna, Viktor; Busart, Carl, Graph Neural Network Based SAR Automatic Target Recognition with Human-in-the-loop, SPIE Defense + Commercial Sensing, 2023
  38. Zhang, Bingyi; Wijeratne, Sasindu; Kannan, Rajgopal; Prasanna, Viktor; Busart, Carl, Graph Neural Network for Accurate and Low-complexity SAR ATR, The Fifteenth International Conference on Advanced Geographic Information Systems, Applications, and Services, 2023
  39. Yuan Meng; Rajgopal Kannan; Viktor Prasanna, A Framework for Monte-Carlo Tree Search on CPU-FPGA Heterogeneous Platform via on-chip Dynamic Tree Management, The 31st International Symposium on Field-Programmable Gate Arrays (FPGA 2023), 2023
  40. Wijeratne, Sasindu; Wang, Ta-Yang; Kannan, Rajgopal; Prasanna, Vikor, Accelerating Sparse MTTKRP for Tensor Decomposition on FPGA, The 31st International Symposium on Filed-Programmable Gate Arrays (FPGA 2023), 2023
  41. Zhang, Chi; Meng, Yuan; Prasanna, Viktor, A Framework for Mapping DRL Algorithms with Prioritized Replay Buffer onto Heterogeneous Platforms, IEEE Transactions on Parallel and Distributed Systems (TPDS), 2023
  42. Yik, Jason; Kuppannagari, Sanmukh; Zeng, Hanqing; Prasanna, Vikor, Input Feature Pruning for Accelerating GNN Inference on Heterogeneous PlatformsInternational Conference on High Performance Computing, Data, and Analytics (HiPC), 2022
  43. Lakhotia, Kartik; Petrini, Fabrizio; Kannan, Rajgopal; Prasanna, Vikor, Accelerating Prefix Scan with in-network computing on Intel PIUMAInternational Conference on High Performance Computing, Data, and Analytics (HiPC), 2022
  44. Zhang, Chi; Sanmukh Rao, Kuppannagari; Prasanna, Vikor, Safe Building HVAC Control via Batch Reinforcement LearningIEEE Transactions on Sustainable Computing, 2022
  45. Cheung, Chung Ming; Sanmukh Rao, Kuppannagari; Ajitesh, Srivastava; Kannan, Rajgopal; Prasanna, Vikor, Behind-the-Meter Solar Generation Disaggregation at Varying Aggregation Levels Using Consumer Mixture ModelsIEEE Transactions on Sustainable Computing, 2022
  46. Liu, Haomei; Meng, Yuan; Sanmukh Rao, Kuppannagari; Prasanna, Vikor, End to End Framework for CNN Acceleration on FPGAs with Dynamic Algorithm MappingIn Proceedings of the 2022 Fourteenth International Conference on Contemporary Computing, 2022
  47. Wang, Ta-Yang; Zhou, Hongkuan; Kannan, Rajgopal; Swami, Ananthram; Prasanna, Viktor, Throughput Optimization in Heterogeneous MIMO Networks: A GNN-based Approach, The Graph Neural Networking Workshop (GNNet), 2022
  48. Zhang, Pengmiao; Kannan, Rajgopal; Srivastava, Ajitesh; Nori, Anant V; Prasanna, Viktor, ReSemble: Reinforced Ensemble Framework for Data Prefetching, The International Conference for High Performance Computing, Networking, Storage, and Analysis (SC ’22), 2022
  49. Yuan Meng; Hongjiang Men; Viktor Prasanna, Accelerator Design and Exploration for Deformable Convolution Networks2022 IEEE Workshop on Signal Processing Systems (SiPS), 2022
  50. Yang, Yang; Kuppannagari, Sanmukh; Kannan, Rajgopal; Prasanna, Viktor, Bandwidth Efficient Homomorphic Encrypted Matrix Vector Multiplication Accelerator on FPGAInternational Conference on Field Programmable Technology, 2022
  51. Jayaraman, Soundarya; Zhang, Bingyi; Prasanna, Viktor, Hypersort: High-performance Parallel Sorting on HBM-enabled FPGAInternational Conference on Field Programmable Technology, 2022
  52. Lin, Yi Chien; Zhang, Bingyi; Prasanna, Vikor, Accelerating GNN Training on CPU+Multi-FPGA Heterogeneous PlatformLatin America High Performance Computing Conference (CARLA), 2022
  53. Zhang, Pengmiao; Kannan, Rajgopal; Tong, Xiangzhi; Nori, Anant V.; Prasanna, Viktor K., SHARP: Software Hint-Assisted Memory Access Prediction for Graph Analytics2022 IEEE High Performance Extreme Computing Virtual Conference (HPEC ’22), 2022
  54. Zhang, Bingyi; Jaiswal, Akhilesh; Mathew, Clynn; Teja Lakkireddy, Ravi; P. Jacob, Ajey; Wijeratne, Sasindu; Prasanna, Viktor, Modeling the Energy Efficiency of GEMM using Optical Random Access Memory2022 IEEE High Performance Extreme Computing Virtual Conference, 2022
  55. Zhang, Bingyi; Kannan, Rajgopal; Prasanna, Viktor; Busart, Carl, Accurate, Low-latency, Efficient SAR Automatic Target Recognition on FPGA2022 32nd International Conference on Field-Programmable Logic and Applications (FPL), 2022
  56. Zhang, Bingyi; Zeng, Hanqing; Prasanna, Viktor, Low-latency Mini-batch GNN Inference on CPU-FPGA Heterogeneous Platform2022 International Conference on High Performance Computing, Data, and Analytics, 2022
  57. Wijeratne, Sasindu; Jaiswal, Akhilesh; P. Jacob, Ajey; Zhang, Bingyi; Prasanna, Vikor, Performance Modeling Sparse MTTKRP Using Optical Static Random Access Memory on FPGAIEEE High Performance Extreme Computing Conference, 2022
  58. Ye, Tian; Rajgopal, Kannan; Prasanna, Viktor K., FPGA Acceleration of Fully Homomorphic Encryption over the Torus2022 IEEE High Performance Extreme Computing Virtual Conference, 2022
  59. Meng, Yuan; Kannan, Rajgopal; Prasanna, Viktor, Accelerating Monte-Carlo Tree Search on CPU-FPGA Heterogeneous PlatformThe 32nd International Conference on Field-Programmable Logic and Applications (FPL), 2022
  60. Zhang, Pengmiao; Kannan, Rajgopal; Nori, Anant V.; Prasanna, Viktor K., A2P: Attention-Based Memory Access Prediction for Graph Analytics11th International Conference on Data Science and Applications (DATA 2022), 2022
  61. Wijeratne, Sasindu; Wang, Ta-Yang; Rajgopal, Kannan; Viktor K., Prasanna, Towards Programmable Memory Controller for Tensor Decomposition11th International Conference on Data Science and Applications (DATA 2022), 2022
  62. Ye, Tian; Kuppannagari, Sanmukh R.; De Rose, Cesar A. F.; Wijeratne, Sasindu; Kannan, Rajgopal; Prasanna, Viktor K., Estimating the Impact of Communication Schemes for Distributed Graph Processing21st IEEE International Symposium on Parallel and Distributed Computing, 2022
  63. Zhou, Hongkuan; Zhang, Bingyi; Kannan, Rajgopal; Prasanna, Viktor; Busart, Carl, Model-Architecture Co-Design for High Performance Temporal GNN Inference on FPGA202 IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2022
  64. Zhang, Pengmiao; Srivastava, Ajitesh; Nori, Anant V.; Kannan, Rajgopal; Prasanna, Viktor K., Fine-Grained Address Segmentation for Attention-Based Variable-Degree Prefetching19th ACM International Conference on Computing Frontiers (CF ’22), 2022
  65. Yang, Yang; Kuppannagari, Sanmukh; Kannan, Rajgopal; Prasanna, Viktor, FPGA Accelerator for Homomorphic Encrypted Sparse Convolutional Neural Network InferenceIEEE International Symposium On Field-Programmable Custom Computing Machines, 2022
  66. Yang, Yang; Kuppannagari, Sanmukh; Kannan, Rajgopal; Prasanna, Viktor, NTTGen: A Framework for Generating Low Latency NTT Implementations on FPGA19th ACM International Conference on Computing Frontiers (CF ’22), 2022
  67. Meng, Yuan; Zhang, Chi; Prasanna, Viktor, FPGA Acceleration of Deep Reinforcement Learning using On-Chip Replay Management19th ACM International Conference on Computing Frontiers (CF ’22), 2022
  68. Lin, Yi Chien; Zhang, Bingyi; Prasanna, Vikor, HP-GNN: Generating High Throughput GNN Training Implementation on CPU-FPGA Heterogeneous PlatformThe 30h ACM/SIGDA International Symposium on Field-Programmable Gate Arrays (FPGA), 2022
  69. Lakhotia, Kartik; Petrini, Fabrizio; Kannan, Rajgopal; Prasanna, Viktor, Accelerating Allreduce with in-network reduction on Intel PIUMAIEEE Micro, 2022
  70. Meng, Yuan; Kuppannagari, Sanmukh; Rajgopal, Kannan; Prasanna, Viktor, PPOAccel: A High-Throughput Acceleration Framework for Proximal Policy Optimization, Transactions on Parallel and Distributed Systems (TPDS), 2021
  71. Aggarwal, Madhav; Zhang, Bingyi; Prasanna, Viktor, Performance of Local Push Algorithms for Personalized PageRank on Multi-core Platforms, International Conference on High Performance Computing, Data, and Analytics. (HiPC) 2021, 2021
  72. Zeng, Hanqing; Zhang, Muhan; Xia, Yinglong; Srivastava, Ajitesh; Malevich, Andrey; Kannan, Rajgopal; Prasanna, Viktor; Jin, Long; Chen, Ren, Decoupling the Depth and Scope of Graph Neural Networks, Advances in Neural Information Processing Systems, 2021
  73. Wang, Ta-Yang; Chang, William; Srivastava, Ajitesh; Kannan, Rajgopal; Prasanna, Viktor, Monte Carlo Tree Search for Task Mapping onto Heterogeneous Platforms, International Conference on High Performance Computing, Data, and Analytics. (HiPC) 2021, 2021
  74. Zhang, Naifeng; Srivastava, Ajitesh; Kannan, Rajgopal; Prasanna, Viktor K., GenMAT: A General-Purpose Machine Learning-driven Auto-Tuner for Heterogeneous Platforms, 2021 Workshop on Programming Environments for Heterogeneous Computing (PEHC), 2021
  75. Zhou, Hongkuan; Orme-Rogers, James; Kannan, Rajgopal; Prasanna, Viktor, SeDyT: A General Framework for Multi-Step Event Forecasting via Sequence Modeling on Dynamic Entity Embeddings, 30th ACM International Conference on Information and Knowledge Management (CIKM ’21), 2021
  76. Meng, Yuan; Kuppannagari, Sanmukh; Rajgopal, Kannan; Prasanna, Viktor, How to Avoid Zero-Spacing in Fractionally-Strided Convolution? A Hardware-Algorithm Co-Design Methodology, International Conference on High Performance Computing, Data, and Analytics. (HiPC), 2021
  77. Wijeratne, Sasindu; Kannan, Rajgopal; Prasanna, Viktor, Reconfigurable Low-latency Memory System for Sparse Matricized Tensor Times Khatri-Rao Product on FPGA, IEEE High Performance Extreme Computing Conference, 2021
  78. Cheung, Chung Ming; Kuppannagari, Sanmukh Rao; Prasanna, Viktor K., Socio-Demographic Characteristics Prediction using Soft Clustering of Load Consumption Data, Future Technologies Conference (FTC) 2021, 2021
  79. Lin, Yi Chien; Zhang, Bingyi; Prasanna, Viktor K., GCN Inference Acceleration using High-Level Synthesis, IEEE High Performance Extreme Computing Conference, 2021
  80. Zhang, Bingyi; Kuppannagari, Sanmukh; Rajgopal Kannan; Prasanna, Viktor, Efficient Neighbor-Sampling-based GNN Trainingon CPU-FPGA Heterogeneous Platform, IEEE High Performance Extreme Computing Conference, 2021
  81. Lakhotia, Kartik; Petrini, Fabrizio; Kannan, Rajgopal; Prasanna, Viktor, In-network reductions on multi-dimensional HyperX, IEEE Symposium on High Performance Interconnects (HotI), 2021
  82. Peura, Nathaniel; Meng, Yuan; Kuppannagari, Sanmukh; Prasanna, Viktor, (Demo Abstract) FGYM: Toolkit for Benchmarking FPGA based Reinforcement Learning Algorithms, International Conference on Field-Programmable Logic and Applications (2021), 2021
  83. Wijeratne, Sasindu; Pattnaik, Sanket; Chen, Zhiyu; Kannan, Rajgopal; Prasanna, Viktor, Programmable FPGA-based Memory Controller, IEEE Hot Interconnects symposium, 2021
  84. Ye, Tian; Kuppannagari, Sanmukh R.; Kannan, Rajgopal; Prasanna, Viktor K., Performance Modeling and FPGA Acceleration of Homomorphic Encrypted Convolution, The International Conference on Field-Programmable Logic and Applications (FPL) 2021, 2021
  85. Zhang, Pengmiao; Srivastava, Ajitesh; Kannan, Rajgopal; Nori, Anant V.; Prasanna, Viktor K., TransforMAP: Transformer for Memory Access Prediction, The International Symposium on Computer Architecture (ISCA), ML for Computer Architecture and Systems Workshop 2021, 2021
  86. Zhang, Pengmiao; Srivastava, Ajitesh; Wang, Ta-yang; De Rose, Cesar Augusto F; Rajgopal, Kannan; Prasanna, Viktor, C-MemMAP: Clustering-driven Compact, Adaptable, and Generalizable Meta-LSTM Models for Memory Access Prediction, The International Journal of Data Science and Analytics (JDSA), 2021
  87. Ye, Tian; Yang, Yang; Kuppannagari, Sanmukh R.; Kannan, Rajgopal; Prasanna, Viktor K., FPGA Acceleration of Number Theoretic Transform, ISC High Performance 2021, 2021
  88. Kuppannagari, Sanmukh Rao; Fu, Yao; Cheung, Chung Ming; Prasanna, Viktor K., Spatio-Temporal Missing Data Imputation for Smart Power Grids, 3rd International Workshop on Applied Machine Learning for Intelligent Energy Systems (AMLIES 2021), 2021
  89. Zhang, Bingyi; Kannan, Rajgopal; Prasanna, Viktor, BoostGCN: A Framework for Optimizing GCN Inference on FPGA, 2021 IEEE 29th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM), 2021
  90. Meng, Yuan; Kuppannagari, Sanmukh; Kannan, Rajgopal; Prasanna, Viktor, DYNAMAP: Dynamic Algorithm Mapping Framework for Low Latency CNN Inference, The 29th ACM/SIGDA International Symposium on Field-Programmable Gate Arrays (FPGA 2021), 2021
  91. Lazaris, Aggelos; Prasanna, Viktor K., An LSTM Framework for Software-Defined Measurement, IEEE Transactions on Network and Service Management, 2021
  92. Zeng, Hanqing; Zhou, Hongkuan; Srivastava, Ajitesh; Kannan, Rajgopal; Prasanna, Viktor, Accurate, efficient and scalable training of Graph Neural Networks, Journal of Parallel and Distributed Computing, 2021
  93. Zhou, Hongkuan; Srivastava, Ajitesh; Zeng, Hanqing; Kannan, Rajgopal; Prasanna, Viktor K., Accelerating Large Scale Real-Time GNN Inference using Channel Pruning, Proceedings of the VLDB Endowment, 2021
  94. Srivastava, Ajitesh; Zhang, Naifeng; Kannan, Rajgopal; Prasanna, Viktor K., Towards High Performance, Portability, and Productivity: Lightweight Augmented Neural Networks for Performance Prediction, 27th IEEE International Conference on High Performance Computing, Data, and Analytics (HiPC), 2020
  95. Yang, Yang; Kuppannagari, Sanmukh; Prasanna, Viktor K., A High Throughput Parallel Hash Table Accelerator on HBM-enabled FPGAs, IEEE ICFPT 2020, 2020
  96. Imes, Connor; Colin, Alexei; Zhang, Naifeng; Srivastava, Ajitesh; Prasanna, Viktor; Walters, John Paul, Compiler Abstractions and Runtime for Extreme-scale SAR and CFD Workloads, 2020 IEEE/ACM 5th International Workshop on Extreme Scale Programming Models and Middleware (ESPM2), 2020
  97. Lakhotia, Kartik; Kannan, Rajgopal; Prasanna, Viktor; A. F. De Rose, Cesar, RECEIPT: REfine CoarsE-grained IndePendent Tasks for Parallel Tip decomposition of Bipartite Graphs, Proceedings of the VLDB Endowment, 2020
  98. Zhang, Pengmiao; Srivastava, Ajitesh; Brooks, Benjamin; Kannan, Rajgopal; Prasanna, Viktor K., RAOP: Recurrent Neural Network Augmented Offset Prefetcher, The International Symposium on Memory Systems, 2020
  99. Ye, Tian; Kannan, Rajgopal; Prasanna, Viktor K., Accelerator Design and Performance Modeling for Homomorphic Encrypted CNN Inference, IEEE High Performance Extreme Computing, 2020
  100. Zhang, Ruizhi; Wijeratne, Sasindu; Yang, Yang; Kuppannagari, Sanmukh; Prasanna, Viktor, A High Throughput Parallel Hash Table on FPGA using XOR-based Memory, IEEE HPEC 2020, 2020
  101. Meng, Yuan; Yang, Yang; Kuppannagari, Sanmukh; Kannan, Rajgopal; Prasanna, Viktor, How to Efficiently Train Your AI Agent? Characterizing and Evaluating Deep Reinforcement Learning on Heterogeneous Platforms, 2020 IEEE High Performance Extreme Computing Virtual Conference (HPEC)), 2020
  102. Wang, Ta-Yang; Srivastava, Ajitesh; Prasanna, Viktor, A Framework for Task Mapping onto Heterogeneous Platforms, IEEE High Performance Extreme Computing Conference, 2020
  103. Ajitesh, Srivastava; Tianjian, Xu; Viktor K., Prasanna, Data-driven Identification of Number of Unreported Cases for COVID-19: Bounds and Limitations, ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Health Day Track, 2020
  104. Zhang, Chi; Kuppannagari, Sanmukh; Prasanna, Viktor, Maximum Entropy Model Rollouts: Fast Model Based Policy Optimization without Compounding Errors, International Conference on Machine Learning 2020 Inductive biases, invariances and generalization in RL workshop (ICML BIG), 2020
  105. Zhang, Bingyi; Zeng, Hanqing; Prasanna, Viktor, Hardware acceleration of large scale gcn inference, The 31st IEEE International Conference on Application-specific Systems, Architectures and Processors, 2020
  106. Yang, yang; Kuppannagari, Sanmukh R.; Srivastava, Ajitesh; Kannan, Rajgopal; Prasanna, Viktor K., FASTHash: FPGA-based High Throughput Parallel Hash Table, ISC High Performance 2020, 2020
  107. Meng, Yuan; Kuppannagari, Sanmukh; Rajat, Rachit; Srivastava, Ajitesh; Kannan, Rajgopal; Prasanna, Viktor K., QTAccel: A Generic FPGA based Design for Q-Table based Reinforcement Learning Accelerators, 27th Reconfigurable Architectures Workshop (RAW) held at the International Parallel and Distributed Processing Symposium (IPDPS), 2020
  108. Meng, Yuan; Kuppannagari, Sanmukh; Prasanna, Viktor K., Accelerating Proximal Policy Optimization on CPU-FPGA Heterogeneous Platforms, The 28th IEEE International Symposium On Field-Programmable Custom Computing Machines, 2020
  109. Zhang, Bingyi; Zeng, Hanqing; Prasanna, Viktor K., Accelerating Large Scale GCN Inference on FPGA, The 28th IEEE International Symposium on Field-Programmable Custom Computing Machines, 2020
  110. Cheung, Chung Ming; Kuppannagari, Sanmukh Rao; Kannan, Rajgopal; Prasanna, Viktor K., Disaggregation of Behind-the-Meter Solar Generation in Presence of Energy Storage Resources, 7th Proceedings of the IEEE Conference on Technologies for Sustainability, 2020
  111. Zeng, Hanqing; Zhou, Hongkuan; Srivastava, Ajitesh; Kannan, Rajgopal; Prasanna, Viktor, GraphSAINT: Graph Sampling Based Inductive Learning Method, International Conference on Learning Representations (ICLR), 2020
  112. Lakhotia, Kartik, GPOP: A scalable cache- and memory-efficient framework for Graph Processing Over Parts, ACM Transactions on Parallel Computing, 2020
  113. Srivastava, Ajitesh; Zhang, Pengmiao; Wang, Ta-yang; De Rose, Cesar Augusto F; Rajgopal, Kannan; Prasanna, Viktor, MemMAP: Compact and Generalizable Meta-LSTM Models for Memory Access Prediction, The 24th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2020
  114. Niu, Yue; Kannan, Rajgopal; Srivastava, Ajitesh; Prasanna, Viktor, Reuse Kernels or Activations? A Flexible Dataflow for Low-latency Spectral CNN Acceleration, ACM/SIGDA International Conference on Field-Programmable Gate Arrays (FPGA), 2020
  115. Zeng, Hanqing; Prasanna, Viktor, GraphACT: Accelerating GCN Training on CPU-FPGA Heterogeneous Platforms, ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2020
  116. Chung Ming, Cheung; Sanmukh Rao, Kuppannagari; Rajgopal, Kannan; Viktor K., Prasanna, Load Demand User Profiling in Smart Grids with Distributed Solar Generation, The Eleventh Conference on Innovative Smart Grid Technologies (ISGT 2020), 2020
  117. Srivastava, Ajitesh; Prasanna, Viktor K, Learning to Forecast and Forecasting to Learn from the COVID-19 Pandemic, arXiv preprint arXiv:2004.11372, 2020
  118. Srivastava, Ajitesh; Xu, Tianjian; Prasanna, Viktor K, Fast and Accurate Forecasting of COVID-19 Deaths Using the SIkJ alpha Model, arXiv preprint arXiv:2007.05180, 2020
  119. Zhou, Shijie; Kannan, Rajgopal; Prasanna, Viktor K., Accelerating Stochastic Gradient Descent Based Matrix Factorization on FPGA, IEEE Transactions on Parallel and Distributed Computing, 2020
  120. Srivastava, Ajitesh; Kannan, Rajgopal; Chelmis, Charalampos; Prasanna, Viktor K., RecANt: Network-based Recruitment for Active Fake News Correction, 2019 IEEE International Conference on Big Data (IEEE BigData 2019), 2019
  121. Niu, Yue; Zeng, Hanqing; Srivastava, Ajitesh; Lakhotia, Kartik; Kannan, Rajgopal; Wang, Yanzhi; Prasanna, Viktor, SPEC2: SPECtral SParsE CNN Accelerator on FPGAs, IEEE International Conference on High Performance Computing (HiPC), 2019
  122. Srivastava, Ajitesh; Petering, Robin; Barr, Nicholas; Kannan, Rajgopal; Rice, Eric; Prasanna, Viktor K., Network-based intervention strategies to reduce violence among homeless, Social Network Analysis and Mining, 2019
  123. Xiong, Chuanxiu; Srivastava, Ajitesh; Kannan, Rajgopal; Damle, Omkar; Prasanna, Viktor K.; Southers, Erroll, On Predicting Crime with Heterogeneous Spatial Patterns: Methods and Evaluation, 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2019
  124. Zhang, Chi; Kuppannagari, Sanmukh R; Kannan, Rajgopal; Prasanna, Viktor K, Building HVAC Scheduling Using Reinforcement Learning via Neural Network Based Model Approximation, ACM BuildSys ’19, 2019
  125. Lazaris, Angelos; Prasanna, Viktor, Deep Learning Models For Aggregated Network Traffic Prediction, IEEE/IFIP International Conference on Network and Service Management (CNSM 2019), 2019
  126. Rajat, Rachit; Zeng, Hanqing; Prasanna, Viktor, A Flexible Design Automation Tool for Accelerating Quantized Spectral CNNs, IEEE International Conference on Field Programmable Logic and Applications (FPL), 2019
  127. Zhou, Hongkuan; Srivastava, Ajitesh; Kannan, Rajgopal; Prasanna, Viktor K., Design and Implementation of Knowledge Base for Runtime Management of Software Defined Hardware, IEEE High Performance Extreme Computing Conference (HPEC), 2019
  128. Goel, Akshit; Kuppannagari, Sanmukh R.; Yang, Yang; Srivastava, Ajitesh; Prasanna, Viktor K., Parallel Totally Induced Edge Sampling on FPGAs, ParaFPGA 2019, 2019
  129. Kuppannagari, Sanmukh R.; Rajat, Rachit; Kannan, Rajgopal; Dasu, Aravind; Prasanna, Viktor K., IP Cores for Graph Kernels on FPGAs, IEEE High Performance Extreme Computing (HPEC), 2019
  130. Srivastava, Ajitesh; Kuppannagari, Sanmukh R.; Kannan, Rajgopal; Prasanna, Viktor K., Minimizing Cost of Smart Grid Operations by Scheduling Mobile Energy Storage Systems, IEEE Letters of the Computer Society, 2019
  131. Cheung, Chung Ming; Kuppannagari, Sanmukh R.; Kannan, Rajgopal; Prasanna, Viktor K., Towards Improved Real-Time Observability of Behind-Meter PhotoVoltaic Systems: A Data-Driven Approach, Second International Workshop on Energy Data and Analytics at the Tenth International Conference on Future Energy Systems, 2019
  132. Kuppannagari, Sanmukh R.; Kannan, Rajgopal; Prasanna, Viktor K., Approximate Scheduling of DERs with Discrete Complex Injections, ACM International Conference on Future Energy Systems (ACM e-Energy), 2019
  133. Zeng, Hanqing; Zhou, Hongkuan; Srivastava, Ajitesh; Kannan, Rajgopal; Prasanna, Viktor K., Accurate, Efficient and Scalable Graph Embedding, 2019 IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2019
  134. Saeed, Muhammad Rizwan; Chelmis, Charalampos; Prasanna, Viktor K., Extracting Entity-specific Substructures for RDF Graph Embeddings, Semantic Web Journal: Special Issue on Knowledge Graphs: Construction, Management and Querying, 2019
  135. Lazaris, Aggelos; Prasanna, Viktor, An LSTM Framework For Modeling Network Traffic, IEEE/IFIP International Workshop on Analytics for Network and Service Management (AnNet 2019), 2019
  136. Zhang, Chi; Kuppannagari, Sanmukh R.; Xiong, Chuanxiu; Kannan, Rajgopal; Prasanna, Viktor K., A Cooperative Multi-Agent Deep Reinforcement Learning Framework for Real-Time Residential Load Scheduling, acm/ieee conference on internet of things design and implementation, 2019
  137. Lakhotia, Kartik; Kannan, Rajgopal; Pati, Sourav; Prasanna, Viktor K., GPOP: a cache and memory-efficient framework for graph processing over partitions, Proceedings of the 24th Symposium on Principles and Practice of Parallel Programming, 2019
  138. Srivastava, Ajitesh; Lazaris, Angelos; Brooks, Benjamin; Kannan, Rajgopal; Prasanna, Viktor K., Predicting memory accesses: the road to compact ML-driven prefetcher, Proceedings of the International Symposium on Memory Systems – MEMSYS ’19, 2019
  139. Lakhotia, Kartik; Kannan, Rajgopal; Dong, Qing; Prasanna, Viktor, Planting Trees for scalable and efficient Canonical Hub Labeling, Proceedings of the VLDB Endowment, 2019
  140. Lakhotia, Kartik; Kannan, Rajgopal; Gaur, Aditya; Srivastava, Ajitesh; Prasanna, Viktor K., Parallel Edge-based Sampling for Static and Dynamic Graphs, Proceedings of the 16th ACM International Conference on Computing Frontiers, 2019
  141. Zhou, Shijie; Kannan, Rajgopal; Prasanna, Viktor K.; Seetharaman, Guna; Wu, Qing, HitGraph: High-throughput Graph Processing Framework on FPGA, IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2019
  142. Sun, Weiyi; Zeng, Hanqing; Yang, Yi-hua Edward; Prasanna, Viktor K., Throughput-Optimized Frequency Domain CNN with Fixed-Point Quantization on FPGA, International Conference on ReConFigurable Computing and FPGAs (ReConFig), 2018
  143. Binna, Stefan; Kuppannagari, Sanmukh R.; Engel, Dominik; Prasanna, Viktor K., Subset Level Detection of False Data Injection Attacks in Smart Grids, 6th IEEE Conference on Technologies for Sustainability, 2018
  144. Rompokos, Athanasios A.; Kuppannagari, Sanmukh R.; Kannan, Rajgopal; Prasanna, Viktor K., Minimizing Cost of Load Matching in Multiple Micro-Grids Using MESS, 6th IEEE Conference on Technologies for Sustainability, 2018
  145. Zhang, Chi; Kuppannagari, Sanmukh R.; Kannan, Rajgopal; Prasanna, Viktor K., Generative Adversarial Network for Synthetic Time Series Data Generation in Smart Grids, IEEE International Conference on Smart Grid Communications (SmartGridComm), 2018
  146. Cheung, Chung Ming; Zhong, Wen; Xiong, Chuan Xi; Srivastava, Ajitesh; Kannan, Rajgopal; Prasanna, Viktor K., Behind-the-Meter Solar Generation Disaggregation using Consumer Mixture Models, IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (IEEE SmartGridComm), 2018
  147. Saeed, Muhammad Rizwan; Chelmis, Charalampos; Prasanna, Viktor K., Smart Oilfield SafetyNet – An Intelligent System for Integrated Asset Integrity Management, SPE Annual Technical Conference and Exhibition (ATCE), 2018
  148. Dong, Qing; Lakhotia, Kartik; Zeng, Hanqing; Kannan, Rajgopal; Prasanna, Viktor; Seetharaman, Guna, A Fast and Efficient Parallel Algorithm for Pruned Landmark Labeling, IEEE High Performance Extreme Computing Conference (HPEC), 2018
  149. Srivastava, Ajitesh; Petering, Robin; Kannan, Rajgopal; Rice, Eric; Prasanna, Viktor K., How to Stop Violence Among Homeless: Extension of Voter Model and Intervention Strategies, IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), 2018
  150. Lakhotia, Kartik; Kannan, Rajgopal; Prasanna, Viktor K., Accelerating PageRank using Partition-Centric Processing, USENIX Annual Technical Conference (USENIX ATC 18), 2018
  151. Saeed, Muhammad Rizwan; Prasanna, Viktor K., Extracting Entity-specific Substructures for RDF Graph Embedding, 19th IEEE International Conference on Information Reuse and Integration (IRI), 2018
  152. Srivastava, Ajitesh; Kannan, Rajgopal; Chelmis, Charalampos; Prasanna, Viktor K., FActCheck: Keeping Activation of Fake News at Check, Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018
  153. Zhou, Shijie; Kannan, Rajgopal; Zeng, Hanqing; Prasanna, Viktor K., An FPGA Framework for Edge-Centric Graph Processing, Proceedings of the 15th ACM International Conference on Computing Frontiers, 2018
  154. Tong, Da; Prasanna, Viktor K., Sketch Acceleration on FPGA and its Applications in Network Anomaly Detection, IEEE Transactions on Parallel & Distributed Systems, 2018
  155. Cheung, Chung Ming; Kannan, Rajgopal; Prasanna, Viktor K., Temporal Ensemble Learning of Univariate Methods for Short Term Load Forecasting, IEEE 9th Conference on Innovative Smart Grid Technologies (ISGT), 2018
  156. Saeed, Muhammad Rizwan; Chelmis, Charalampos; Prasanna, Viktor K., ASQFor: Automatic SPARQL query formulation for the non-expert, AI Communications, 2018
  157. Zeng, Hanqing; Chen, Ren; Zhang, Chi; Prasanna, Viktor K., A Framework for Generating High Throughput CNN Implementations on FPGAs, ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2018
  158. Kuppannagari, Sanmukh R.; Kannan, Rajgopal; Prasanna, Viktor K., NO-LESS: Near OptimaL CurtailmEnt Strategy Selection for Net Load Balancing in Micro Grids, Ninth Conference on Innovative Smart Grid Technology (ISGT), 2018
  159. Kuppannagari, Sanmukh R.; Kannan, Rajgopal; Prasanna, Viktor K., Risk Aware Net Load Balancing in Micro Grids with High DER Penetration, Ninth Conference on Innovative Smart Grid Technology (ISGT), 2018
  160. Zhou, Shijie; Kannan, Rajgopal; Yu, Min; Prasanna, Viktor K., FASTCF: FPGA-based Accelerator for Stochastic-Gradient-Descent-based Collaborative Filtering, ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2018
  161. Pal, Ranjan; Hui, Pan; Prasanna, Viktor K., Privacy Engineering for the Smart Micro-Grid, IEEE Transactions on Knowledge and Data Engineering, 2018
  162. Kuppannagari, Sanmukh R.; Kannan, Rajgopal; Prasanna, Viktor K., Optimal Discrete Net Load Balancing in Smart Grids with High PV Penetration, ACM Transactions on Sensor Networks (TOSN), 2018
  163. Srivastava, Ajitesh, Computing Cascades: How to Spread Rumors, Win Campaigns, Stop Violence and Predict Epidemics, nan, 2018
  164. Srivastava, Ajitesh; Petering, Robin; Misyrlis, Michail, Minimizing Violence in Homeless Youth, Artificial Intelligence and Social Work, 2018
  165. Cheung, Chung Ming; Zhong, Wen; Xiong, Chuanxiu; Srivastava, Ajitesh; Kannan, Rajgopal; Prasanna, Viktor K, Behind-the-meter solar generation disaggregation using consumer mixture models, 2018 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm), 2018
  166. Lazaris, Angelos; Prasanna, Viktor K., DeepFlow: A Deep Learning Framework For Software-defined Measurement, ACM Cloud-Assisted Networking Workshop (CAN 17), 2017
  167. Zeng, Hanqing; Zhang, Chi; Prasanna, Viktor K., Fast Generation of High Throughput Customized Deep Learning Accelerators on FPGAs, International Conference on ReConFigurable Computing and FPGAs (ReConFig), 2017
  168. Cheung, Chung Ming; Goyal, Palash; Prasanna, Viktor K.; Tehrani, Arash Saber, OReONet: Deep Convolutional Network for Oil Reservoir Optimization, IEEE International Conference on Big Data (IEEE BigData ), 2017
  169. Zhou, Shijie; Kannan, Rajgopal; Prasanna, Viktor K., Accelerating Low Rank Matrix Completion on FPGA, International Conference on ReConFigurable Computing and FPGAs (ReConFig), 2017
  170. Chen, Ren; Prasanna, Viktor K., Computer Generation of High Throughput and Memory Efficient Sorting Designs on FPGA, IEEE Transactions on Parallel and Distributed Systems, 2017
  171. Tong, Da; Qu, Yun R.; Prasanna, Viktor K., Accelerating Decision Tree Based Traffic Classification on FPGA and Multicore Platforms, IEEE Transactions on Parallel and Distributed Systems, 2017
  172. Kuppannagari, Sanmukh R.; Kannan, Rajgopal; Prasanna, Viktor K., Optimal Net-Load Balancing in Smart Grids with High PV Penetration, 4th ACM International Conference on Systems for Energy-Efficient Built Environments (BuildSys), 2017
  173. Cheung, Chung Ming; Goyal, Palash; Tehrani, Arash Saber; Prasanna, Viktor K., Deep Learning for Steam Job Candidate Selection, SPE Annual Technical Conference and Exhibition (ATCE), 2017
  174. Lakhotia, Kartik; Singapura, Shreyas; Kannan, Rajgopal; Prasanna, Viktor K., ReCALL: Reordered Cache Aware Locality based Graph Processing, IEEE International Conference on High Performance Computing, Data and Analytics, 2017
  175. Zhou, Shijie; Prasanna, Viktor K., Accelerating Graph Analytics on CPU-FPGA Heterogeneous Platform, IEEE 29th International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD), 2017
  176. Singapura, Shreyas; Srivastava, Ajitesh; Kannan, Rajgopal; Prasanna, Viktor K., OSCAR: Optimizing SCrAtchpad Reuse for Graph Processing, IEEE 21st International Conference on High Performance Extreme Computing (HPEC), 2017
  177. Singapura, Shreyas; Kannan, Rajgopal; Prasanna, Viktor K., Optimal Data Layout for Block-Level Random Accesses to Scratchpad, IEEE 21st International Conference on High Performance Extreme Computing (HPEC), 2017
  178. Zhou, Shijie; Lakhotia, Kartik; Singapura, Shreyas G.; Zeng, Hanqing; Kannan, Rajgopal; Prasanna, Viktor K.; Fox, James; Kim, Euna; Green, Oded; Bader, David A., Design and Implementation of Parallel PageRank on Multicore Platforms, IEEE 21st International Conference on High Performance Extreme Computing (HPEC), 2017
  179. Green, Oded; Fox, James; Kim, Euna; Busato, Federico; Bombieri, Nicola; Lakhotia, Kartik; Zhou, Shijie; Singapura, Shreyas; Zeng, Hanqing; Kannan, Rajgopal; Prasanna, Viktor K.; Bader, David, Quickly Finding a Truss in a Haystack, IEEE 21st International Conference on High Performance Extreme Computing (HPEC), 2017
  180. Podili, Abhinav; Zhang, Chi; Prasanna, Viktor K., Fast and Efficient Implementation of Convolutional Neural Networks, IEEE 28th International Conference on Application-specific Systems, Architectures and Processors, 2017
  181. Misyrlis, Michail; Cheung, Chung Ming; Srivastava, Ajitesh; Kannan, Rajgopal; Prasanna, Viktor K., Spatio-Temporal Modeling of Criminal Activity, 2nd International Workshop on Social Sensing (SocialSens), 2017
  182. Wickramaarachchi, Charith; Kannan, Rajgopal; Chelmis, Charalampos; Prasanna, Viktor K., PReSS Towards a Secure Smart Grid: Protection Recommendations against Smart Spoofing, IEEE PES Innovative Smart Grid Technologies Conference, 2017
  183. Zhang, Chi; Prasanna, Viktor K., Frequency Domain Acceleration of Convolutional Neural Networks on CPU-FPGA Shared Memory System, 25th ACM/SIGDA International Symposium on Field-Programmable Gate Arrays (FPGA), 2017
  184. Pal, Ranjan; Chelmis, Charalampos; Frincu, Marc; Prasanna, Viktor K., Towards Dynamic Demand Response: On Efficient Consumer Grouping Algorithmics, IEEE Transactions on Sustainable Computing, 2017
  185. Chen, Ren; Prasanna, Viktor K., Optimal Circuits for Parallel Bit Reversal, Proceedings of the 54th Annual Design Automation Conference (DAC), 2017
  186. Singapura, Shreyas G; Srivastava, Ajitesh; Kannan, Rajgopal; Prasanna, Viktor K, OSCAR: Optimizing SCrAtchpad reuse for graph processing, 2017 IEEE High Performance Extreme Computing Conference (HPEC), 2017
  187. Srivastava, Ajitesh; Chelmis, Charalampos; Prasanna, Viktor K., Computing Competing Cascades on Signed Networks, Social Network Analysis and Mining, 2016
  188. Patri, Om; Panangadan, Anand; Sorathia, Vikram; Prasanna, Viktor K., Sensors To Events: Semantic Modeling and Recognition of Events from Data Streams, International Journal of Semantic Computing, 2016
  189. Saeed, Muhammad Rizwan; Chelmis, Charalampos; Prasanna, Viktor K., Chapter: Automatic Integration and Querying of Semantic Rich Heterogeneous Data, Managing the Web of Things: Linking the Real World to the Web, 2016
  190. Chelmis, Charalampos; Kannan, Rajgopal; Prasanna, Viktor K., Software Defined Connected Prosumer Communities, IEEE 3rd World Forum on Internet of Things (WF-IoT), 2016
  191. Wickramaarachchi, Charith; Kannan, Rajgopal; Chelmis, Charalampos; Prasanna, Viktor K., Distributed Exact Subgraph Matching in Small Diameter Dynamic Graphs, IEEE International Conference on Big Data (IEEE BigData) (BigGraphs Workshop), 2016
  192. Wickramaarachchi, Charith; Chelmis, Charalampos; Kannan, Rajgopal; Prasanna, Viktor K., Protecting Critical Buses in Power-Grid Against Data Attacks: Adaptive Protection Schemes for Smart Cities, IEEE Future Technologies Conference (FTC ’16), 2016
  193. Chen, Ren; Prasanna, Viktor K., Optimizing interconnection complexity for realizing fixed permutation in data and signal processing algorithms, IEEE International Conference on Field Programmable Logic and Applications (FPL ’16), 2016
  194. Wickramaarachchi, Charith; Kuppannagari, Sanmukh R.; Kannan, Rajgopal; Prasanna, Viktor K., Improved Protection Scheme for Data Attack on Strategic Buses in the Smart Grid, 4th IEEE Conference on Technologies for Sustainability (SusTech), 2016
  195. Singapura, Shreyas G.; Kannan, Rajgopal; Prasanna, Viktor K., On-chip Memory Efficient Data Layout for 2D FFT on 3D Memory Integrated FPGA, IEEE 20th Annual High Performance Extreme Computing Conference (HPEC), 2016
  196. Misyrlis, Michail; Kannan, Rajgopal; Chelmis, Charalampos; Prasanna, Viktor K., Sparse Causal Temporal Modeling to Inform Power System Defense, Procedia Computer Science, 2016
  197. Chen, Ren; Singapura, Shreyas; Prasanna, Viktor K., Optimal Dynamic Data Layouts for 2D FFT on 3D Memory Integrated FPGA, Journal of Supercomputing (SUPE), 2016
  198. Harris, Greg; Panangadan, Anand; Prasanna, Viktor K., PRIMER – A Regression-Rule Learning System for Intervention Optimization, Proceedings of the 10th International Web Rule Symposium, 2016
  199. Kuppannagari, Sanmukh R.; Kannan, Rajgopal; Chelmis, Charalampos; Prasanna, Viktor K., Implementation of Learning-Based Dynamic Demand Response on a Campus Micro-grid, 25th International Joint Conference on Artificial Intelligence (IJCAI-16 Demo Track), 2016
  200. Kuppannagari, Sanmukh R.; Kannan, Rajgopal; Chelmis, Charalampos; Tehrani, Arash S.; Prasanna, Viktor K., Optimal Customer Targeting for Sustainable Demand Response in Smart Grids, International Conference on Computational Science, 2016
  201. Pal, Ranjan; Prasanna, Viktor K., On Improving Cyber-Physical System Security: The STREAM Mechanism, IEEE Transactions on Computer-Aided Design for Integrated Circuits and Systems, 2016
  202. Zhang, Chi; Chen, Ren; Prasanna, Viktor K., High Throughput Large Scale Sorting on a CPU-FPGA Heterogeneous Platform, 30th Annual International Parallel and Distributed Processing Symposium (23rd Reconfigurable Architectures Workshop), 2016
  203. Zhou, Shijie; Prasanna, Viktor K., High-Throughput and Energy-Efficient Graph Processing on FPGA, 24th IEEE International Symposium on Field-Programmable Custom Computing Machines, 2016
  204. Harris, Greg; Panangadan, Anand; Prasanna, Viktor K., GPU-Accelerated Parameter Optimization for Classification Rule Learning, 29th International FLAIRS Conference, 2016
  205. Zois, Vasileios; Panangadan, Anand; Prasanna, Viktor K., Accelerating Support Count for Association Rule Mining on GPUs, 5th International Workshop on Parallel and Distributed Computing for Large Scale Machine Learning and Big Data Analytics (ParLearning), IEEE International Parallel & Distributed Processing Symposium (IPDPS), 2016
  206. Chen, Ren; Prasanna, Viktor K., Accelerating Equi-Join on a CPU-FPGA Heterogeneous Platform, 24th IEEE International Symposium on Field-Programmable Custom Computing Machines, 2016
  207. Qu, Yun R.; Prasanna, Viktor K., Compact Hash Tables for Decision-trees, Journal paper at Parallel Computing (PARCO), 2016
  208. Patri, Om P.; Tehrani, Arash S.; Prasanna, Viktor K.; Kannan, Rajgopal; Panangadan, Anand; Reyna, Nabor, Data Mining with Shapelets for Predicting Valve Failures in Gas Compressors, SPE Western Regional Meeting, 2016
  209. Saeed, Muhammad Rizwan; Chelmis, Charalampos; Prasanna, Viktor K., Thou Shalt ASQFor and Shalt Receive the Semantic Answer, 25th International Joint Conference on Artificial Intelligence, 2016
  210. Srivastava, Ajitesh; Chelmis, Charalampos; Prasanna, Viktor K., Mining Large Dense Subgraphs, Proceedings of the 25th International Conference Companion on World Wide Web, 2016
  211. Qu, Yun R.; Prasanna, Viktor K., Fast Online Set Intersection for Network Processing on FPGA, IEEE Transactions on Parallel and Distributed Systems, 2016
  212. Singapura, Shreyas G.; Yang, Yi-Hua E.; Panangadan, Anand; Nemeth, Tamas; Ng, Peter; Prasanna, Viktor K., FPGA-based Acceleration of Pattern Matching in YARA, 12th International Symposium on Applied Reconfigurable Computing, 2016
  213. Pal, Ranjan; Chelmis, Charalampos; Frincu, Marc; Prasanna, Viktor K., MATCH for the Prosumer Smart Grid The Algorithmics of Real-Time Power Balance, IEEE Transactions on Parallel and Distributed Systems, 2016
  214. Aman, Saima; Chelmis, Charalampos; Prasanna, Viktor K., Learning to REDUCE: A Reduced Electricity Consumption Prediction Ensemble, AAAI Workshop on Artificial Intelligence for Smart Grids and Smart Buildings, 2016
  215. Qu, Yun R.; Prasanna, Viktor K., High-performance and Dynamically Updatable Packet Classification Engine on FPGA, IEEE Transactions on Parallel and Distributed Systems, 2016
  216. Srivastava, Ajitesh; Chelmis, Charalampos; Panangadan, Anand; Prasanna, Viktor K., Heterogeneous Infection Rate SI model with Inter-regional Mobility, NetSci X, 2016
  217. Knirsch, Fabian; Engel, Dominik; Neureiter, Cristian; Frincu, Marc; Prasanna, Viktor K., Privacy Assessment of Data Flow Graphs for an Advanced Recommender System in the Smart Grid, Communications in Computer and Information Science, Springer, 2016
  218. Srivastava, Ajitesh; Chelmis, Charalampos; Prasanna, Viktor K, Computing competing cascades on signed networks, Social Network Analysis and Mining, 2016
  219. Kuppannagari, Sanmukh R.; Kannan, Rajgopal; Prasanna, Viktor K., An ILP Based Algorithm for Optimal Customer Selection for Demand Response in Smartgrids, International Conference on Computational Science and Computational Intelligence (CSCI ’15), 2015
  220. Zhou, Shijie; Prasanna, Viktor K., Scalable GPU-Accelerated IPv6 Lookup using Hierarchical Perfect Hashing, IEEE Global Communications Conference (GLOBECOM ’15), 2015
  221. Zhou, Shijie; Chelmis, Charalampos; Prasanna, Viktor K., Optimizing Memory Performance for FPGA Implementation of PageRank, IEEE International Conference on Reconfigurable Computing and FPGAs (ReConFig ’15), 2015
  222. Tong, Da; Prasanna, Viktor K., High Throughput Hierarchical Heavy Hitter Detection in Data Streams, Proceedings of the 22nd Annual IEEE International Conference on High Performance Computing (HiPC ’15), 2015
  223. Wickramaarachchi, Charith; Kumbhare, Alok; Chelmis, Charalampos; Prasanna, Viktor K., Hatrick: A System for Real-time Threat Detection in Cyber Physical Systems, Annual Computer Security Applications Conference (ACSAC ’15), 2015
  224. Patri, Om; Kannan, Rajgopal; Panangadan, Anand; Prasanna, Viktor K., Multivariate Time Series Classification Using Inter-leaved Shapelets, NIPS Time Workshop, 2015
  225. Tong, Da; Prasanna, Viktor K., High Throughput Sketch Based Online Heavy Change Detection on FPGA, IEEE International Conference on ReConFigurable Computing and FPGAs (ReConFig ’15), 2015
  226. Srivastava, Ajitesh; Chen, Ren; Chelmis, Charalampos; Prasanna, Viktor K., A Hybrid Design for High Performance Large-scale Sorting on FPGA, IEEE International Conference on ReConFigurable Computing and FPGAs (ReConFig ’15), 2015
  227. Aman, Saima; Frincu, Marc; Chelmis, Charalampos; Noor, Mohammad; Prasanna, Viktor K., Prediction Models for Dynamic Demand Response: Requirements, Challenges, and Insights, IEEE Conference on Smart Grid Communications (SmartGridComm ’15), 2015
  228. Chelmis, Charalampos; Kolte, Jahanvi; Prasanna, Viktor K., Big Data Analytics for Demand Response: Clustering Over Space and Time, IEEE International Conference on Big Data Workshops, Big Data, 2015
  229. Zhang, Yinuo; Panangadan, Anand; Prasanna, Viktor K., UFOMQ: An Algorithm for Querying for Similar Individuals in Heterogeneous Ontologies, 17th International Conference on Big Data Analytics and Knowledge Discovery (DaWak ’15), 2015
  230. Chen, Ren; Prasanna, Viktor K., Automatic Generation of High Throughput Energy Efficient Streaming Architectures for Arbitrary Fixed Permutations, IEEE International Conference on Field-programmable Logic and Applications (FPL ’15), 2015
  231. Qu, Yun R.; Prasanna, Viktor K., Power-efficient Range-match-based Packet Classification on FPGA, IEEE International Conference on Field-programmable Logic and Applications (FPL), 2015
  232. Zhang, Yinuo; Wu, Hao; Panangadan, Anand; Prasanna, Viktor K., Integration of Heterogeneous Web Services for Event-based Social Networks, 16th IEEE International Conference on Information Reuse and Integration (IEEE IRI ’15), 2015
  233. Srivastava, Ajitesh; Chelmis, Charalampos; Prasanna, Viktor K., The Unified Model of Social Influence and its Application in Influence Maximization, Social Network Analysis and Mining (SNAM ’15), 2015
  234. Srivastava, Ajitesh; Chelmis, Charalampos; Prasanna, Viktor K., Social Influence Computation and Maximization in Signed Networks with Competing Cascades, Advances in Social Network Analysis and Mining (ASONAM ’15), 2015
  235. Cheung, Chung Ming; Zhang, Yinuo; Panangadan, Anand; Prasanna, Viktor K., Computational Cost of Querying for Related Entities in Different Ontologies, 16th IEEE International Conference on Information Reuse and Integration (IEEE IRI ’15), 2015
  236. Zhou, Shijie; Qu, Yun R.; Prasanna, Viktor K., Large-scale Packet Classification on FPGA, IEEE International Conference on Application-specific Systems, Architectures and Processors (ASAP ’15), 2015
  237. Frincu, Marc; Chelmis, Charalampos; Aman, Saima; Saeed, Muhammad Rizwan; Zois, Vasilis; Prasanna, Viktor K.; Fern, Carol; Akbari, Aras, Enabling Automated Dynamic Demand Response: From Theory to Practice, ACM e-Energy, 2015
  238. Chelmis, Charalampos; Saeed, Muhammad Rizwan; Frincu, Marc; Prasanna, Viktor K., Curtailment Estimation Methods for Demand Response: Lessons Learned by Comparing Apples to Oranges, ACM e-Energy, 2015
  239. Pal, Ranjan; Chelmis, Charalampos; Tadepalli, Chandra; Frincu, Marc; Aman, Saima; Prasanna, Viktor K., Online Time Series Clustering for Demand Response: A Theory to Break the ‘Curse of Dimensionality’, ACM e-Energy, 2015
  240. Kumbhare, Alok; Frincu, Marc; Simmhan, Yogesh; Prasanna, Viktor K., Fault-Tolerant and Elastic Streaming MapReduce with Decentralized Coordination, IEEE International Conference on Distributed Computing Systems (ICDCS), 2015
  241. Wickramaarachchi, Charith; Kumbhare, Alok; Frincu, Marc; Chelmis, Charalampos; Prasanna, Viktor K., Real-time Analytics for Fast Evolving Social Graphs, IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid), 2015
  242. Patri, Om; Singh, Ketan; Szekely, Pedro; Panangadan, Anand; Prasanna, Viktor K., Personalized Trip Planning by Integrating Multimodal User-generated Content., IEEE International Conference on Semantic Computing (ICSC ’15), 2015
  243. Singapura, Shreyas G.; Panangadan, Anand; Prasanna, Viktor K., Performance Modeling of Matrix Multiplication on 3D Memory Integrated FPGA, 22nd Reconfigurable Architectures Workshop (RAW), 29th Annual International Parallel & Distributed Processing Symposium (IPDPS), 2015
  244. Qu, Yun R.; Zhang, Hao H.; Zhou, Shijie; Prasanna, Vikor K., Optimizing Many-field Packet Classification on FPGA, multi-core General Purpose Processor, and GPU, ACM/IEEE Symposium on Architectures for Networking and Communications Systems (ANCS), 2015
  245. Qu, Yun R.; Prasanna, Viktor K., Enabling High Throughput and Virtualization for Traffic Classification on FPGA, IEEE International Symposium on Field-Programmable Custom Computing Machines (FCCM), 2015
  246. Wickramaarachchi, Charith; Chelmis, Charalampos; Prasanna, Viktor K., Empowering Fast Incremental Computation over Large Scale Dynamic Graphs, IEEE International Parallel & Distributed Processing Symposium (IPDPS) ParLearning Workshop, 2015
  247. Simmhan, Yogesh; Choudhury, Neel; Wickramaarachchi, Charith; Kumbhare, Alok; Frincu, Marc; Raghavendra, Cauligi S.; Prasanna, Viktor K., Distributed Programming over Time-series Graphs, IEEE International Parallel & Distributed Processing Symposium (IPDPS), 2015
  248. Zhou, Shijie; Chelmis, Charalampos; Prasanna, Viktor K., Accelerating Large-Scale Single-Source Shortest Path on FPGA, 22nd Reconfigurable Architectures Workshop (RAW), 29th Annual International Parallel & Distributed Processing Symposium (IPDPS), 2015
  249. Saeed, Muhammad Rizwan; Chelmis, Charalampos; Prasanna, Viktor K.; House, Robert; Blouin, Jacques; Thigpen, Brian, Semantic web technologies for external corrosion detection in smart oil fields, Society of Petroleum Engineers Western Regional Meeting (SPE WRM), 2015
  250. Singapura, Shreyas G.; Panangadan, Anand; Prasanna, Viktor K., Towards Performance Modeling of 3D Memory Integrated FPGA Architectures, 11th International Symposium on Applied Reconfigurable Computing (ARC), 2015
  251. Harris, Greg; Panangadan, Anand; Prasanna, Viktor K., Learning of Performance Measures from Crowd-sourced Data with Application to Ranking of Investments, 19th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2015
  252. Zhang, Yinuo; Panangadan, Anand; Prasanna, Viktor K., FP-CPNNQ: A Filter-Based Protocol for Continuous Probabilistic Nearest Neighbor Query, 20th International Conference on Database Systems for Advanced Applications (DASFAA), 2015
  253. Chen, Ren; Prasanna, Viktor K., DRAM Row Activation Energy Optimization for Stride Memory Access on FPGA-based Systems, 11th International Symposium on Applied Reconfigurable Computing (ARC), 2015
  254. Patri, Om; Reyna, Nabor; Panangadan, Anand; Prasanna, Viktor K., Predicting Compressor Valve Failures from Multi-Sensor Data, Society of Petroleum Engineers Western Regional Meeting (SPE WRM), 2015
  255. Chen, Ren; Prasanna, Viktor K., Energy and Memory Efficient Bitonic Sorting on FPGA, ACM/SIGDA International Symposium on Field Programmable Gate Arrays (FPGA), 2015
  256. Kuppannagari, Sanmukh R.; Prasanna, Viktor K., Efficient Generation of Energy and Performance Pareto Front for FPGA Designs, ACM/SIGDA International Symposium on Field Programmable Gate Arrays (FPGA), 2015
  257. Knirsch, Fabian; Engel, Dominik; Neureiter, Christian; Frincu, Marc; Prasanna, Viktor K., Model-driven Privacy Assessment in the Smart Grid, International Conference on Information Systems Security and Privacy (ICISSP), 2015
  258. Knirsch, Fabian; Engel, Dominik; Frincu, Marc; Prasanna, Viktor K., Model-based Assessment for Balancing Privacy Requirements and Operational Capabilities in the Smart Grid, IEEE Conference on Innovative Smart Grid Technologies (ISGT), 2015
  259. Shang, Chao; Panangadan, Anand; Prasanna, Viktor K., Event Extraction from Unstructured Text Data, 26th International Conference on Database and Expert Systems Applications (DEXA), 2015
  260. Chelmis, Charalampos; Aman, Saima; Saeed, Muhammad Rizwan; Frincu, Marc; Prasanna, Viktor K., Estimating Reduced Consumption for Dynamic Demand Response, AAAI Workshop on Computational Sustainability, 2015
  261. Aman, Saima; Chelmis, Charalampos; Prasanna, Viktor K., Influence-driven Model for Time Series Prediction from Partial Observations, AAAI Workshop on Computational Sustainability, 2015
  262. Aman, Saima; Simmhan, Yogesh; Prasanna, Viktor K., Holistic Measures for Evaluating Prediction Models in Smart Grids, IEEE Transactions on Knowledge and Data Engineering (TKDE), 2015
  263. Srivastava, Ajitesh; Chen, Ren; Prasanna, Viktor K; Chelmis, Charalampos, A hybrid design for high performance large-scale sorting on FPGA, 2015 International Conference on ReConFigurable Computing and FPGAs (ReConFig), 2015
  264. Srivastava, Ajitesh; Chelmis, Charalampos; Prasanna, Viktor K, The unified model of social influence and its application in influence maximization, Social Network Analysis and Mining, 2015
  265. Srivastava, Ajitesh; Chelmis, Charalampos; Prasanna, Viktor K, Social influence computation and maximization in signed networks with competing cascades, Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2015, 2015
  266. Cheung, Chung Ming; Goyal, Palash; Harris, Greg; Patri, Om; Srivastava, Ajitesh; Zhang, Yinuo; Panangadan, Anand; Chelmis, Charalampos; McKee, Randall; Theron, Mo; others, Rapid data integration and analysis for upstream oil and gas applications, SPE Annual Technical Conference and Exhibition, 2015
  267. Kumbhare, Alok; Simmhan, Yogesh; Frincu, Marc; Prasanna, Viktor K., Reactive Resource Provisioning Heuristics for Dynamic Dataflows on Cloud Infrastructure, IEEE Transactions on Cloud Computing, 2015
  268. Gandhi, Vaibhav R.; Qu, Yun R.; Prasanna, Viktor K., High-Throughput Hash-based Online Traffic Classification Engines on FPGA, IEEE International Conference on Reconfigurable Computing and FPGAs (ReConfig), 2014
  269. Sanny, Andrea; Yang, Yi-Hua E.; Prasanna, Viktor K., Energy-Efficient Histogram on FPGA, IEEE International Conference on Reconfigurable Computing and FPGAs (ReConfig), 2014
  270. Qu, Yun R.; Zhou, Shijie; Prasanna, Viktor K., A Decomposition-based Approach for Scalable Many-field Packet Classification on Multi-core Processors, International Journal of Parallel Programming (IJPP), 2014
  271. Zhou, Shijie; Zhao, Sihan; Prasanna, Viktor K., 400 Gbps Energy-Efficient Multi-Field Packet Classification on FPGA, IEEE International Conference on Reconfigurable Computing and FPGAs (ReConFig), 2014
  272. Zhou, Shijie; Jiang, Weirong; Prasanna, Viktor K., A Flexible and Scalable High-Performance OpenFlow Switch on Heterogeneous SoC Platforms, International Performance, Computing, and Communications Conference (IPCCC), 2014
  273. Kuppannagari, Sanmukh R.; Hu, Yusong; Prasanna, Viktor K., High Level Performance Model Based Design Space Exploration for Energy-Efficient Designs on FPGAs, 5th International Green Computing Conference (IGCC), 2014
  274. Chen, Ren; Prasanna, Viktor K., Algorithmic Optimizations for Energy-efficient Throughput-oriented FFT architecture, 5th International Green Computing Conference (IGCC), 2014
  275. Zois, Vasileios; Frincu, Marc; Chelmis, Charalampos; Saeed, Muhammad Rizwan; Prasanna, Viktor K., Efficient Customer Selection for Sustainable Demand Response in Smart Grids, 5th International Green Computing Conference (IGCC), 2014
  276. Zhou, Shijie; Nittoor, Prashant Rao; Prasanna, Viktor K., High-Performance Traffic Classification on GPU, IEEE International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD), 2014
  277. Qu, Yun; Prasanna, Viktor K., Compact Hash Tables for High-performance Traffic Classification on Multi-core Processors, IEEE International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD), 2014
  278. Patri, Om; Sharma, Abhishek; Chen, Haifeng; Jiang, Guofei; Panangadan, Anand; Prasanna, Viktor K., Extracting Discriminative Shapelets from Heterogeneous Sensor Data, IEEE International Conference on Big Data (IEEE BigData), 2014
  279. Frincu, Marc; Chelmis, Charalampos; Noor, Muhammad; Prasanna, Viktor K., Accurate and Efficient Selection of the Best Consumption Prediction Method in Smart Grids, IEEE International Conference on Big Data (IEEE BigData), 2014
  280. Zois, Vasileios; Frincu, Marc; Prasanna, Viktor K., Integrated Platform for Automated Sustainable Demand Response in Smart Grids, 2nd IEEE International Workshop on Intelligent Energy Systems (IWIES), 2014
  281. Patri, Om; Panangadan, Anand; Chelmis, Charalampos; McKee, Randall; Prasanna, Viktor K., Predicting Failures from Oilfield Sensor Data using Time Series Shapelets, 91st Society of Petroleum Engineers Annual Technical Conference and Exhibition (SPE ATCE), 2014
  282. Qu, Yun; Prasanna, Viktor K., Scalable and Dynamically Updatable Lookup Engine for Decision-trees on FPGA, IEEE 18th International Conference on High Performance Extreme Computing (HPEC), 2014
  283. Harris, Greg; Panangadan, Anand; Prasanna, Viktor K., Interactive Query Refinement for Boolean Search, Semantic Analysis of Documents Workshop (SemADoc), 2014
  284. Kuppannagari, Sanmukh R.; Singapura, Shreyas G.; Chen, Ren; Sanny, Andrea; Tran, Geoffrey Phi C.; Zhou, Shijie; Hu, Yusong; Crago, Stephen P.; Prasanna, Viktor K., Energy Performance of FPGAs on PERFECT Suite Kernels, IEEE 18th International Conference on High Performance Extreme Computing (HPEC), 2014
  285. Sanny, Andrea; Prasanna, Viktor K., Energy-Efficient Histogram Equalization on FPGA, IEEE 18th International Conference on High Performance Extreme Computing (HPEC), 2014
  286. Zhou, Shijie; Singapura, Shreyas G.; Prasanna, Viktor K., High-Performance Packet Classification on GPU, IEEE 18th International Conference on High Performance Extreme Computing (HPEC), 2014
  287. Chen, Ren; Prasanna, Viktor K., Energy Optimizations for FPGA-based 2-D FFT Architecture, IEEE 18th International Conference on High Performance Extreme Computing (HPEC), 2014
  288. Kumbhare, Alok; Frincu, Marc; Raghavendra, Cauligi S.; Prasanna, Viktor K., Efficient Extraction of High Centrality Vertices in Distributed Graphs, IEEE 18th International Conference on High Performance Extreme Computing (HPEC), 2014
  289. Wickramaarachchi, Charith; Frincu, Marc; Small, Patrick; Prasanna, Viktor K., Fast Parallel Algorithm for Unfolding of Communities in Large Graphs, IEEE 18th International Conference on High Performance Extreme Computing (HPEC), 2014
  290. Srivastava, Ajitesh; Panangadan, A.; Chelmis, Charalampos; Prasanna, Viktor K., Influence in Social Networks: A Unified Model?, IEEE/ACM International Conference on Social Networks Analysis and Mining (ASONAM), 2014
  291. Harris, Greg; Panangadan, Anand; Prasanna, Viktor K., Peer Review in Online Forums: Classifying Feedback-Sentiment, Proceedings of the 15th IEEE International Conference on Information Reuse and Integration (IEEE IRI ), 2014
  292. Zhang, Yinuo; Panangadan, Anand; Prasanna, Viktor K., UFOM: Unified Fuzzy Ontology Matching, IEEE International Conference on Information Reuse and Integration (IRI), 2014
  293. Patri, Om; Panangadan, Anand; Chelmis, Charalampos; Prasanna, Viktor K., Extracting Discriminative Features for Event-based Electricity Disaggregation, 2nd IEEE Conference on Technologies for Sustainability(SusTech), 2014
  294. Zhou, Shijie; Jiang, Weirong; Prasanna, Viktor K., A Programmable and Scalable OpenFlow Switch using Heterogeneous SoC Platforms, ACM SIGCOMM Workshop on Hot Topics in Software Defined Networking (HotSDN), 2014
  295. Simmhan, Yogesh; Kumbhare, Alok; Wickramaarachchi, Charith; Nagarkar, Soonil; Ravi, Santosh; Raghavendra, Cauligi S.; Prasanna, Viktor K., GoFFish: A Sub-Graph Centric Framework for Large-Scale Graph Analytics, 20th International EuroPar Conference (Euro-Par), 2014
  296. Qu, Yun; Zhou, Shijie; Prasanna, Viktor K., Performance Modeling and Optimizations for Decomposition-based Large-scale Packet Classification on Multi-core Processors, IEEE 15th International Conference on High Performance Switching and Routing (HPSR), 2014
  297. Qu, Da Tong; Yun; Prasanna, Viktor K., High-throughput Traffic Classification on Multi-core Processors, IEEE 15th International Conference on High Performance Switching and Routing (HPSR), 2014
  298. Chu, Hsuan-Yi; Xia, Yinglong; Panangadan, Anand; Prasanna, Viktor K., Wait-Free Primitives for Initializing Bayesian Network Structure Learning on Multicore Processors, 3rd International Workshop on Parallel and Distributed Computing for Large Scale Machine Learning and Big Data Analytics (ParLearning), 28th IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2014
  299. Kumbhare, Alok Gautam; Simmhan, Yogesh; Prasanna, Viktor K., PLAStiCC: Predictive Look-Ahead Scheduling for Continuous dataflows on Clouds, 14th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid), 2014
  300. Chelmis, Charalampos; Wu, Hao; Sorathia, Vikram; Prasanna, Viktor K., Semantic Social Network Analysis for the Enterprise, Journal of Computing and Informatics – Special Issue on Computational Intelligence for Business Collaboration, 2014
  301. Chelmis, Charalampos; Srivastava, Ajitesh; Prasanna, Viktor K., Computational Models of Technology Adoption at the Workplace, Social Network Analysis and Mining, 2014
  302. Patri, Om; Sorathia, Vikram; Panangadan, Anand; Prasanna, Viktor K., The Process-oriented Event Model (PoEM) – A Conceptual Model for Industrial Events, 8th ACM International Conference on Distributed Event-Based Systems (DEBS), 2014
  303. Srivastava, Ajitesh; Chelmis, Charalampos; Prasanna, Viktor K, Influence in social networks: A unified model?, 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2014), 2014
  304. Chelmis, Charalampos; Srivastava, Ajitesh; Prasanna, Viktor K, Computational models of technology adoption at the workplace, Social Network Analysis and Mining, 2014
  305. Patri, Om; Panangadan, Anand; Sorathia, Vikram; Prasanna, Viktor K., Semantic Management of Enterprise Integration Patterns: A Use Case in Smart Grids, 10th Workshop on Information Integration on the Web (IIWeb), held at the 30th IEEE International Conference on Data Engineering, ICDE, 2014
  306. Sanny, Andrea; Prasanna, Viktor K., Energy-Efficient Median Filter on FPGA, IEEE International Conference on ReConFigurable Computing and FPGAs (ReConFig), 2013
  307. Tong, Da; Prasanna, Viktor K., Online heavy hitter detector on FPGA, IEEE International Conference on Reconfigurable Computing and FPGAs (ReConFig), 2013
  308. Matam, Kiran Kumar; Prasanna, Viktor K., Energy-Efficient Large-Scale Matrix Multiplication on FPGAs, IEEE International Conference on ReConFigurable Computing and FPGAs (ReConFig), 2013
  309. Chen, Ren; Prasanna, Viktor K., Energy-Efficient Architecture for Stride Permutation on Streaming Data, IEEE International Conference on ReConFigurable Computing and FPGAs (ReConFig), 2013
  310. Haria, Swapnil; Prasanna, Viktor K., Optimal mapping of multiple packet lookup schemes onto FPGA, IEEE International Conference on ReConFigurable Computing and FPGAs (ReConFig), 2013
  311. Ganegedara, Thilan; Prasanna, Viktor K., 100+ Gbps IPv6 Packet Forwarding on Multi-Core Platforms, IEEE Global Communications Conference (GLOBECOM), 2013
  312. Zhou, Qunzhi; Simmhan, Yogesh; Prasanna, Viktor K., On Using Complex Event Processing for Dynamic Demand Response Optimization in Microgrid, IEEE Green Energy and Systems Conference (IGESC’13), 2013
  313. Qu, Yun; Zhou, Shijie; Prasanna, Viktor K., Scalable Many-field Packet Classification on Multi-core Processors, International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD), 2013
  314. Qu, Yun; Zhou, Shijie; Prasanna, Viktor K., High-performance Architecture for Dynamically Updatable Packet Classification on FPGA, ACM/IEEE Symposium on Architectures for Networking and Communications Systems (ANCS), 2013
  315. Zhou, Shijie; Qu, Yun; Prasanna, Viktor K., Multi-core Implementation of Decomposition-based Packet Classification Algorithms, International Conference on Parallel Computing Techniques (PaCT), 2013
  316. Chen, Ren; Park, Neungsoo; Prasanna, Viktor K., High Throughput Energy Efficient Parallel FFT Architecture on FPGAs, IEEE High Performance Extreme Computing Conference (HPEC), 2013
  317. Matam, Kiran Kumar; Le, Hoang; Prasanna, Viktor K., Evaluating Energy Efficiency of Floating Point Matrix Multiplication on FPGAs, IEEE High Performance Extreme Computing Conference (HPEC), 2013
  318. Tong, Da; Prasanna, Viktor K., Dynamically configurable online statistical flow feature extractor on FPGA, IEEE International Conference on High Performance Extreme Computing (HPEC), 2013
  319. Chelmis, Charalampos; Prasanna, Viktor K., The Role of Organization Hierarchy in Technology Adoption at the Workplace, IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2013
  320. Chen, Ren; Le, Hoang; Prasanna, Viktor K., Energy Efficient Parameterized FFT Architecture, IEEE International Conference on Field Programmable Logic and Applications (FPL), 2013
  321. Matam, Kiran Kumar; Le, Hoang; Prasanna, Viktor K., Energy Efficient Architecture for Matrix Multiplication on FPGAs, IEEE International Conference on Field Programmable Logic and Applications (FPL), 2013
  322. Wu, Hao; Chelmis, Charalampos; Zhang, Yinuo; Sorathia, Vikram; Patri, Om; Prasanna, Viktor K., Enriching Employee Ontology for Enterprises with Knowledge Discovery from Social Networks, 3rd Workshop on Social Network Analysis in Applications, 2013
  323. Simmhan, Yogesh; Aman, Saima; Kumbhare, Alok; Liu, Rongyang; Stevens, Sam; Zhou, Qunzhi; Prasanna, Viktor K., Cloud-based Software Platform for Data-Driven Smart Grid Management, Computing in Science and Engineering, IEEE and AIP, 2013
  324. Zhang, Yinuo; Wu, Hao; Sorathia, Vikram; Prasanna, Viktor K., Event Recommendation in Social Networks with Linked Data Enablement, 9th International Conference on Enterprise Information Systems (ICEIS), 2013
  325. Yang, Yi-Hua E.; Qu, Yun; Haria, Swapnil; Prasanna, Viktor K., Architecture and Performance Models for Scalable IP Lookup Engines on FPGA, International Conference on High Performance Switching and Routing (HPSR), 2013
  326. Chelmis, Charalampos; Prasanna, Viktor K., Exploring Generative Models of Tripartite Graphs for Recommendation in Social Media, 4th ACM International workshop on Modeling social media, 2013
  327. Qu, Yun; Prasanna, Viktor K., Fast Dynamically Updatable Packet Classifier on FPGA, International Conference on Field Programmable Logic and Applications (FPL), 2013
  328. Matam, Kiran Kumar; Prasanna, Viktor K., Algorithm Design Methodology for Embedded Architectures, International Symposium on Applied Reconfigurable Computing (ARC), 2013
  329. Tong, Da; Sun, Lu; Matam, Kiran; Prasanna, Viktor K., High throughput and programmable online traffic classifier on FPGA, the ACM/SIGDA International Symposium on Field Programmable Gate Arrays (FPGA), 2013
  330. Haria, Swapnil; Prasanna, Viktor K., AutoMapper: an automated tool for optimal hardware resource allocation for networking applications on FPGA, the ACM/SIGDA International Symposium on Field Programmable Gate Arrays (FPGA), 2013
  331. Qu, Yun; Prasanna, Viktor K., High-performance Pipelined Architecture for Tree-based IP lookup Engine on FPGA, Reconfigurable Architectures Workshop (RAW), 2013
  332. Sanny, Andrea; Ganegedara, Thilan; Prasanna, Viktor K., A Comparison of Ruleset Feature Independent Packet Classification Engines on FPGA, Reconfigurable Architectures Workshop (RAW), 2013
  333. Chelmis, Charalampos; Prasanna, Viktor K., Social Link Prediction in Online Social Tagging Systems, ACM Transactions on Information Systems, 2013
  334. Chelmis, Charalampos; Prasanna, Viktor K., An Empirical Analysis of Microblogging Behavior in the Enterprise, Social Networking Analysis and Mining, Springer Wien, 2013
  335. Aman, Saima; Simmhan, Yogesh; Prasanna, Viktor K., Energy Management Systems: State of the Art and Emerging Trends, IEEE Communications Magazine, 2013
  336. Zhou, Qunzhi; Simmhan, Yogesh; Prasanna, Viktor K., Towards Hybrid Online On-Demand Querying of Realtime Data with Stateful Complex Event Processing, IEEE International Conference on Big Data (BigData), 2013
  337. Chelmis, Charalampos; Zhao, Jing; Sorathia, Vikram; Suchindra, Agarwal; Prasanna, Viktor K., Toward an Automatic Metadata Management Framework for Smart Oil Fields, SPE Economics & Management, 2013
  338. Redekopp, Mark; Simmhan, Yogesh; Prasanna, Viktor K., Optimizations and Analysis of BSP Graph Processing Models on Public Clouds, IEEE International Parallel & Distributed Processing Symposium (IPDPS), 2013
  339. Kumbhare, Alok; Simmhan, Yogesh; Prasanna, Viktor K., Exploiting Application Dynamism and Cloud Elasticity for Continuous Dataflows, International Conference for High Performance Computing, Networking, Storage and Analysis (SC), 2013
  340. Chelmis, Charalampos; Sorathia, Vikram; Prasanna, Viktor K., Enterprise Knowledge Preservation and Management, Collaborative Processes and Decision Making in Organizations, IGI Global, 2013
  341. Chen, Na; Prasanna, Viktor K., A Bag-of-semantics Model for Image Clustering, Visual Computer Journal, 2013
  342. Srivastava, Ajitesh; Soto, Axel J; Milios, Evangelos, A graph-based topic extraction method enabling simple interactive customization, Proceedings of the 2013 ACM symposium on Document engineering, 2013
  343. Ghosh, Saptarshi; Saha, Sudipta; Srivastava, Ajitesh; Krueger, Tyll; Ganguly, Niloy; Mukherjee, Animesh, Understanding evolution of inter-group relationships using bipartite networks, IEEE Journal on Selected Areas in Communications, 2013
  344. Srivastava, Ajitesh; Soto, Axel J; Milios, Evangelos, Text clustering using one-mode projection of document-word bipartite graphs, Proceedings of the 28th Annual ACM Symposium on Applied Computing, 2013
  345. Wu, Hao; Sorathia, Vikram; Prasanna, Viktor K., Predict Whom One Will Follow: Followee Recommendation in Microblogs, ASE International Conference on Social Informatics (SocialInfo), 2012
  346. Haria, Swapnil; Ganegedara, Thilan; Prasanna, Viktor K., Power Efficient and Scalable Virtual Routers on FPGA, International Conference on ReConFigurable Computing and FPGAs (ReConFig), 2012
  347. Chen, Na; Prasanna, Viktor K., Semantic Image Clustering Using Object Relation Network, Computational Visual Media Conference, 2012
  348. Patri, Om Prasad; Sorathia, Vikram; Prasanna, Viktor K., Event-driven Information Integration for the Digital Oilfield, SPE Annual Technical Conference and Exhibition (SPE ATCE), 2012
  349. Ma, Nam; Xia, Yinglong; Prasanna, Viktor K., Parallel Exact Inference on Multicore Using MapReduce, 24nd International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD), 2012
  350. Chelmis, Charalampos; Prasanna, Viktor K., Predicting Communication Intention in Social Networks, ASE/IEEE International Conference on Social Computing (SocialCom), 2012
  351. Jiang, Weirong; Prasanna, Viktor K., Scalable Packet Classification on FPGA, IEEE Transactions on Very Large Scale Integration Systems (TVLSI), 2012
  352. Chelmis, Charalampos; Sorathia, Vikram; Prasanna, Viktor K., Enterprise Wisdom Captured Socially, IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), 2012
  353. Chelmis, Charalampos; Prasanna, Viktor K., Microblogging in the Enterprise: A few comments are in order, IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), 2012
  354. Ganegedara, Thilan; Prasanna, Viktor K.; Brebner, Gordon, Optimizing Packet Lookup in Time and Space on FPGA, 22nd International Conference on Field Programmable Logic and Applications (FPL ), 2012
  355. Chen, Na; Prasanna, Viktor K., Rankbox: An Adaptive Ranking System for Mining Complex Semantic Relationships Using User Feedback, 13th IEEE International Conference on Information Reuse and Integration, 2012
  356. Le, Hoang; Prasanna, Viktor K., Scalable Tree-based Architectures for IPv4/v6 Lookup Using Prefix Partitioning, IEEE Transactions on Computers, 2012
  357. Xia, Yinglong; Prasanna, Viktor K., Distributed Evidence Propagation in Junction Trees on Clusters, IEEE Transactions on Parallel and Distributed Systems (TPDS), 2012
  358. Yang, Yi-Hua E.; Prasanna, Viktor K., High-Performance and Compact Architecture for Regular Expression Matching on FPGA, IEEE Transactions on Computers, 2012
  359. Yang, Yi-Hua E.; Prasanna, Viktor K., Robust and Scalable String Pattern Matching for Deep Packet Inspection on Multi-core Processors, IEEE Transactions on Parallel and Distributed Systems (TPDS), 2012
  360. Yin, Wei; Simmhan, Yogesh; Prasanna, Viktor K., Scalable Regression Tree Learning on Hadoop using OpenPlanet, International Workshop on MapReduce and its Applications (MAPREDUCE), 2012
  361. Ganegedara, Thilan; Prasanna, Viktor K., StrideBV: Single Chip 400G+ Packet Classification, 13th International Conference on High Performance Switching and Routing (HPSR), 2012
  362. Zhao, Jing; Simmhan, Yogesh; Prasanna, Viktor K., Presenting Apropos Provenance for Situation Awareness and Forensics, International Proveanance and Annotation Workshop, 2012
  363. Qu, Yun; Yang, Yi-Hua E.; Prasanna, Viktor K., Large-scale multi-flow regular expression matching on FPGA, 13th International Conference on High Performance Switching and Routing (HPSR), 2012
  364. Kumbhare, Alok; Simmhan, Yogesh; Prasanna, Viktor K., Cryptonite: A Secure and Performant Data Repository on Public Clouds, International Cloud Computing Conference (CLOUD), 2012
  365. Simmhan, Yogesh; Deng, Litao; Kumbhare, Alok; Redekopp, Mark; Prasanna, Viktor K., Scalable, Secure Analysis of Social Sciences Data on the Azure Platform, Cloud Futures Workshop, 2012
  366. Simmhan, Yogesh; Agarwal, Vaibhav; Aman, Saima; Kumbhare, Alok; Natarajan, Sreedhar; Rajguru, Nikhil; Robinson, Ian; Stevens, Samuel; Yin, Wei; Zhou, Qunzhi; Prasanna, Viktor K., Adaptive Energy Forecasting and Information Diffusion for Smart Power Grids, IEEE International Scalable Computing Challenge (SCALE), 2012
  367. Ma, Nam; Xia, Yinglong; Prasanna, Viktor K., Task Parallel Implementation of Belief Propagation in Factor Graphs, Workshop on Parallel and Distributed Computing for Machine Learning and Inference Problems (ParLearning – in conjunction with IPDPS’12), 2012
  368. Ganegedara, Thilan; Prasanna, Viktor K., FPGA-based Router Virtualization: A Power Perspective, 19th Reconfigurable Architectures Workshop (RAW ), 2012
  369. Zhou, Qunzhi; Natarajan, Sreedhar; Simmhan, Yogesh; Prasanna, Viktor K., Semantic Information Modeling for Emerging Applications in Smart Grid, International Conference on Information Technology : New Generations (ITNG), 2012
  370. Chen, Na; Zhou, Qian-Yi; Prasanna, Viktor K., Understanding Web Images by Object Relation Network, 21th international conference on World Wide Web, 2012
  371. Chelmis, Charalampos; Zhao, Jing; Sorathia, Vikram; Agarwal, Suchindra; Prasanna, Viktor K., Semiautomatic, Semantic Assistance to Manual Curation of Data in Smart Oil Fields, SPE Western Regional Meeting, 2012
  372. Zhao, Jing; Chelmis, Charalampos; Sorathia, Vikram; Prasanna, Viktor K.; Goel, Abhay, Recovering Linkage Between Seismic Images and Velocity Models, SPE Western Regional Meeting, 2012
  373. Le, Hoang; Prasanna, Viktor K., A Memory-Efficient and Modular Approach for Large-Scale String Pattern Matching, IEEE Transactions on Computers, 2012
  374. Wu, Hao; Sorathia, Vikram; Prasanna, Viktor K., When Diversity Meets Specialty: Friend Recommendation in Online Social Networks, ASE Human Journal, 2012
  375. Jiang, Weirong; Prasanna, Viktor K., Data Structure Optimization for Power-Efficient IP Lookup Architectures, IEEE Transactions on Computers, 2012
  376. Tong, Da; Yang, Yi-Hua; Prasanna, Viktor K., A Memory Efficient IPv6 Lookup Engine on FPGA, International Conference on Reconfigurable Computing and FPGAs (ReConFig), 2012
  377. Chen, Na; Prasanna, Viktor K., Learning to Rank Complex Semantic Relationships, International Journal on Semantic Web and Information Systems, 2012
  378. Ganguly, Niloy; Ghosh, Saptarshi; Krueger, Tyll; Srivastava, Ajitesh, Degree distributions of evolving alphabetic bipartite networks and their projections, Theoretical Computer Science, 2012
  379. Ghosh, Saptarshi; Srivastava, Ajitesh; Ganguly, Niloy, Effects of a soft cut-off on node-degree in the Twitter social network, Computer Communications, 2012
  380. Srivastava, Ajitesh; Mohapatra, Pritish; Mandal, AS, Efficient application of Gabor filters with nonlinear support vector machines, 2012 International Conference on Computing Sciences, 2012
  381. Redekopp, Mark; Simmhan, Yogesh; Prasanna, Viktor K., Performance Analysis of Vertex-centric Graph Algorithms on the Azure Cloud Platform, Workshop on Parallel Algorithms and Software for Analysis of Massive Graphs (ParGraph ’11), 2011
  382. Sun, Lu; Le, Hoang; Prasanna, Viktor K., Optimizing Decomposition-based Packet Classification Implementation on FPGAs, International Conference on ReConFigurable Computing and FPGAs (ReConFig), 2011
  383. Qu, Yun; Yang, Yi-Hua E.; Prasanna, Viktor K., Multi-stream Regular Expression Matching on FPGA, International Conference on ReConFigurable Computing and FPGAs (ReConFig), 2011
  384. Aman, Saima; Simmhan, Yogesh; Prasanna, Viktor K., Improving Energy Use Forecast for Campus Micro-grids using Indirect Indicators, International Workshop on Domain Driven Data Mining (DDDM), 2011
  385. Simmhan, Yogesh; Prasanna, Viktor K.; Aman, Saima; Natarajan, Sreedhar; Yin, Wei; Zhou, Qunzhi, Towards Data-driven Demand-Response Optimization in a Campus Microgrid, ACM Workshop On Embedded Sensing Systems For Energy-Efficiency In Buildings (BuildSys ’11s), 2011
  386. Kumbhare, Alok; Simmhan, Yogesh; Prasanna, Viktor K., Designing a Secure Storage Repository for Sharing Scientific Datasets using Public Clouds, International Workshop on Data Intensive Computing in the Clouds (DataCloud-SC11), 2011
  387. Chelmis, Charalampos; Prasanna, Viktor K., Social Networking Analysis: A State of the Art and the Effect of Semantics, IEEE Third International Conference on Social Computing (SocialCom ’11), 2011
  388. Zhou, Qunzhi; Natarajan, Sreedhar; Simmhan, Yogesh; Prasanna, Viktor K., Semantic Information Integration and Processing for Demand Response Optimization, Southern California Smart Grid Research Symposium (SoCalSGS ’11), 2011
  389. Yang, Yi-Hua E.; Prasanna, Viktor K., Optimizing Regular Expression Matching with SR-NFA on Multi-Core Systems, Parallel Architectures and Compilation Techniques (PACT ’11), 2011
  390. Ma, Nam; Xia, Yinglong; Prasanna, Viktor K., Data Parallelism for Belief Propagation in Factor Graphs, 23nd International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD ’11), 2011
  391. Aman, Saima; Yin, Wei; Simmhan, Yogesh; Prasanna, Viktor K., Machine Learning for Demand Forecasting in Smart Grid, Southern California Smart Grid Research Symposium (SoCalSGS ’11), 2011
  392. Ganegedara, Thilan; Le, Hoang; Prasanna, Viktor K., Towards On-the-fly Incremental Updates for Virtualized Routers on FPGA, 21st Annual International Conference on Field-Programmable Logic and Applications (FPL ’11), 2011
  393. Zhao, Jing; Simmhan, Yogesh; Gomadam, Karthik; Prasanna, Viktor K., Querying Provenance in Distributed Environment, International Journal of Computers and Their Applications (IJCA) Special Issue on Scientific Workflows, Provenance and Their Applications, 2011
  394. Zhao, Jing; Gomadam, Karthik; Prasanna, Viktor K., Predicting Missing Provenance using Semantic Associations in Reservoir Engineering, IEEE International Conference on Semantic Computing (ICSC ’11), 2011
  395. Erdem, Oguzhan; Le, Hoang; Prasanna, Viktor K., Hybrid Data Structure for IP Lookup in Virtual Routers Using FPGAs, 22nd IEEE International Conference on Application-specific Systems, Architectures and Processors (ASAP ’11), 2011
  396. Erdem, Oguzhan; Le, Hoang; Prasanna, Viktor K., Clustered Parameterized Hierarchical Search Structure for Large-Scale Packet Classification on FPGA, 21st Annual International Conference on Field-Programmable Logic and Applications (FPL ’11), 2011
  397. Simmhan, Yogesh; Kumbhare, Alok; Cao, Baohua; Prasanna, Viktor K., An Analysis of Security and Privacy Issues in Smart Grid Software Architectures on Clouds, IEEE International Cloud Computing Conference (CLOUD ’11), 2011
  398. Zhou, Qunzhi; Simmhan, Yogesh; Prasanna, Viktor K., Towards an inexact semantic complex event processing framework, ACM International Conference on Distributed Event-Based System (DEBS ’11), 2011
  399. Simmhan, Yogesh; Cao, Baohua; Giakkoupis, Michail; Prasanna, Viktor K., Adaptive rate stream processing for smart grid applications on clouds, ACM International Workshop on Scientific Cloud Computing (ScienceCloud ’11), 2011
  400. Ganegedara, Thilan; Jiang, Weirong; Prasanna, Viktor K., Multiroot: Towards Memory-Efficient Router Virtualization, IEEE International Conference on Communications (ICC ’11), 2011
  401. Zinn, Daniel; Hart, Quinn; McPhillips, Timothy; Ludascher, Bertram; Simmhan, Yogesh; Giakkoupis, Michail; Prasanna, Viktor K., Towards Reliable, Performant Workflows for Streaming-Applications on Cloud Platforms, 11th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid ’11), 2011
  402. Xia, Yinglong; Prasanna, Viktor K., Self-adaptive Evidence Propagation on Manycore Processors, Workshop on Parallel and Distributed Scientific and Engineering Computing (PDSEC ’11), 2011
  403. Le, Hoang; Jiang, Weirong; Prasanna, Viktor K., Memory-Efficient IPv4/v6 Lookup on FPGAs Using Distance-Bounded Path Compression, 19th IEEE Symposium on Field Programmable Custom Computing Machines (FCCM ’11), 2011
  404. Yang, Yi-Hua E.; Erdem, Oguzhan; Prasanna, Viktor K., High Performance IP Lookup on FPGA with Combined Length-Infix Pipelined Search, 19th Intl. IEEE Symp. on Field-Programmable Custom Computing Machines (FCCM ’11), 2011
  405. Ma, Nam; Xia, Yinglong; Prasanna, Viktor K., Exploring Weak Dependencies in DAG Scheduling for Exact Inference, Advances in Parallel and Distributed Computing Models (APDCM ’11), 2011
  406. Yang, Y.-H. E.; Prasanna, Viktor K., Space-Time Trade off in Regular Expression Matching with Semi-Deterministic Finite Automata, 30th Conference on Computer Communications (INFOCOM ’11), 2011
  407. Le, Hoang; Ganegedara, Thilan; Prasanna, Viktor K., Memory-Efficient and Scalable Virtual Routers Using FPGA, 19th ACM/SIGDA International Symposium on Field-Programmable Gate Arrays (FPGA ’11), 2011
  408. Simmhan, Yogesh; Zhou, Qunzhi; Prasanna, Viktor K., Chapter: Semantic Information Integration for Smart Grid Applications, Green IT: Technologies and Applications, Springer, 2011
  409. Simmhan, Yogesh; Aman, Saima; Cao, Baohua; Giakkoupis, Mike; Kumbhare, Alok; Zhou, Qunzhi; Paul, Donald; Fern, Carol; Sharma, Aditya; Prasanna, Viktor K., An Informatics Approach to Demand Response Optimization in Smart Grids, University of Southern California, 2011
  410. Xia, Yinglong; Prasanna, Viktor K., Scheduling DAG Structured Computations, Multi- and Many-Core Technologies: Architecture, Programming, Algorithms, & Applications, Chapman & Hall / CRC, 2011
  411. Xia, Yinglong; Prasanna, Viktor K., Parallel Evidence Propagation on Multicore Processors, Journal of Supercomputing, 2011
  412. Jiang, Weirong; Prasanna, Viktor K., Energy-Efficient Parallel Packet Forwarding, Green IT: Technologies and Applications, Springer, 2011
  413. Jiang, Weirong; Prasanna, Viktor K., Energy Efficient Internet Infrastructure, Energy Efficient Distributed Computing Systems, Wiley, 2011
  414. Ghosh, Saptarshi; Srivastava, Ajitesh; Ganguly, Niloy, Assessing the effects of a soft cut-off in the twitter social network, International Conference on Research in Networking, 2011
  415. Simmhan, Yogesh; Giakkoupis, Michail; Cao, Baohua; Prasanna, Viktor K., On Using Cloud Platforms in a Software Architecture for Smart Energy Grids, IEEE International Conference on Cloud Computing Technology and Science (CloudCom ’10), 2010
  416. Le, Hoang; Prasanna, Viktor K., High-Throughput IP-Lookup Supporting Dynamic Routing Tables using FPGA, International Conference on Field-Programmable Technology (FPT ’10), 2010
  417. Ganegedara, Thilan; Jiang, Weirong; Prasanna, Viktor K., FRuG: A Benchmark for Packet Forwarding in Future Networks, 29th IEEE International Performance Computing and Communications Conference (IPCCC’10), 2010
  418. Aman, Saima; Simmhan, Yogesh; Prasanna, Viktor K., Smart Communication of Energy Use and Prediction in a Smart Grid Software Architecture, Energy Forum: A System Approach Toward Green Energy Production and Adaptive Power Distribution, IEEE Coastal Los Angeles Section, 2010
  419. Zhou, Qunzhi; Simmhan, Yogesh; Prasanna, Viktor K., Semantic Complex Event Processing for Smart Grid Information Integration and Management, Energy Forum: A System Approach Toward Green Energy Production and Adaptive Power Distribution, IEEE Coastal Los Angeles Section, 2010
  420. Ma, Nam; Xia, Yinglong; Prasanna, Viktor K., Exact Inference on Manycore Processors Using Pointer Jumping, 22nd International Conference on Parallel and Distributed Computing and Systems (PDCS ’10), 2010
  421. Simmhan, Yogesh; Aman, Saima; Cao, Baohua; Giakkoupis, Michail; Kumbhare, Alok; Zhou, Qunzhi; Gomadam, Karthik; Prasanna, Viktor K., Scalable, Secure Energy Information Management for DR Analysis, Southern California Smart Grid Research Symposium (SoCalSGS ’10), 2010
  422. Xia, Yinglong; Prasanna, Viktor K., Distributed Evidence Propagation in Junction Trees, 22nd International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD ’10), 2010
  423. Jeon, Hyeran; Xia, Yinglong; Prasanna, Viktor K., Parallel Exact Inference on a CPU-GPGPU Heterogeneous System, International Conference on Parallel Processing (ICPP ’10), 2010
  424. Zhao, Jing; Chen, Na; Gomadam, Karthik; Prasanna, Viktor K., Integrating Provenance Information in Reservoir Engineering, IEEE/WIC/ACM International Conference on Web Intelligence, 2010
  425. Jiang, Weirong; Prasanna, Viktor K.; Yamagaki, Norio, Decision Forest: A Scalable Architecture for Flexible Flow Matching on FPGA, 20th IEEE International Conference on Field Programmable Logic and Applications (FPL ’10), 2010
  426. Ganegedara, Thilan; Yang, Yi-Hua E.; Prasanna, Viktor K., Automation Framework for Large-Scale Regular Expression Matching on FPGA, 20th IEEE International Conference on Field Programmable Logic and Applications (FPL ’10), 2010
  427. Pathak, Animesh; Prasanna, Viktor K., Energy-Efficient Task Mapping for Data-driven Sensor Network Macroprogramming, IEEE Transactions on Computers, 2010
  428. Jeon, Hyeran; Xia, Yinglong; Prasanna, Viktor K., Node Level Primitives for Exact Inference on GPGPU, 17th International Conference on Systems, Signals and Image Processing (IWSSIP ’10), 2010
  429. Jiang, Weirong; Prasanna, Viktor K., Architecture-Aware Data Structure Optimization for Power-Efficient IP Lookup, 11th IEEE International Conference on High Performance Switching and Routing (HPSR ’10), 2010
  430. Chelmis, Charalampos; Bakshi, Amol; Burcu, F. Seren; Gomadam, Karthik; Prasanna, Viktor K., Intelligent Model Management And Visualization for Smart Oilfields, SPE Western Regional Meeting “From Mountains to Main Street”, 2010
  431. Xia, Yinglong; Prasanna, Viktor K., Collaborative Scheduling of DAG Structured Computations on Multicore Processors, ACM Computing Frontiers (CF ’10), 2010
  432. Jiang, Weirong; Yang, Yi-Hua E.; Prasanna, Viktor K., Scalable Multi-Pipeline Architecture for High Performance Multi-Pattern String Matching, IEEE International Parallel and Distributed Processing Symposium (IPDPS ’10), 2010
  433. Xia, Yinglong; Prasanna, Viktor K.; Li, James, Hierarchical Scheduling of DAG Structured Computations on Manycore Processors with Dynamic Thread Grouping, 15th Workshop on Job Scheduling Strategies for Parallel Processing (JSSPP ’10), held in conjunction with IPDPS, 2010
  434. Yang, Yi-Hua E.; Prasanna, Viktor K.; Jiang, Chenqian, Head-Body Partitioned String Matching for Deep Packet Inspection with Scalable and Attack-Resilient Performance, IEEE International Parallel and Distributed Processing Symposium (IPDPS ’10), 2010
  435. Le, Hoang; Prasanna, Viktor K., A Memory-Efficient and Modular Approach for String Matching on FPGAs, 18th IEEE Symposium on Field Programmable Custom Computing Machines (FCCM ’10), 2010
  436. Jiang, Weirong; Prasanna, Viktor K., Towards Practical Architectures for SRAM-based Pipeline Lookup Engines, 29th Conference on Computer Communications (INFOCOM ’10), 2010
  437. Yang, Yi-Hua E.; Le, Hoang; Prasanna, Viktor K., High Performance Dictionary-Based String Matching for Deep Packet Inspection, 29th Conference on Computer Communications (INFOCOM ’10), 2010
  438. Le, Hoang; Yang, Yi-Hua E.; Prasanna, Viktor K., Memory Efficient String Matching: A Modular Approach on FPGAs, 18th ACM/SIGDA International Symposium on Field-Programmable Gate Arrays (FPGA ’10), 2010
  439. Yang, Yi-Hua E.; Prasanna, Viktor K., High Throughput and Large Capacity Pipelined Dynamic Search Tree on FPGA, 18th ACM/SIGDA International Symposium on Field-Programmable Gate Arrays (FPGA ’10), 2010
  440. Xia, Yinglong; Prasanna, Viktor K., Scalable Node Level Computation Kernels for Parallel Exact Inference, IEEE Transactions on Computers, 2010
  441. Sun, Fan; Zhao, Jing; Gomadam, Karthik; Prasanna, Viktor K., Provenance Collection in Reservoir Management Workflow Environments, 7th International Conference on Information Technology: New Generations, 2010
  442. Xia, Yinglong; Prasanna, Viktor K., Parallel Exact Inference on the Cell Broadband Engine Processor, Journal of Parallel and Distributed Computing, 2010
  443. Zhu, Tao; Bakshi, Amol; Prasanna, Viktor K.; Gomadam, Karthik, Applying Semantic Web Technologies to Reservoir Engineering: Challenges and Experiences from Event Modeling, 7th International Conference on Information Technology: New Generations, 2010
  444. Zhu, Tao; Bakshi, Amol; Prasanna, Viktor K.; Cutler, Roger; Fanty, Scott, Semantic Web Technologies for Event Modeling and Analysis: A Well Surveillance Use Case, SPE Intelligent Energy Conference (SPE IE), 2010
  445. Xia, Yinglong; Prasanna, Viktor K., Topologically Adaptive Parallel Breadth-first Search on Multicore Processors, 21st International Conference on Parallel and Distributed Computing and Systems (PDCS ’09), 2009
  446. Jiang, Weirong; Prasanna, Viktor K., Energy-Efficient Multi-Pipeline Architecture for Terabit Packet Classification, the IEEE Global Communications Conference (Globecom ’09), 2009
  447. Xia, Yinglong; Prasanna, Viktor K., Accelerating Exact Inference on Probabilistic Graphical Models on Multicore Processors, Asian Technology Information Program: Research Challenges on Computing in India, 2009
  448. Wagner, Jeffrey M.; Jiang, Weirong; Prasanna, Viktor K., A Scalable Pipeline Architecture for Line Rate Packet Classification on FPGAs, 21st IASTED International Conference on Parallel and Distributed Computing and Systems (PDCS ’09), 2009
  449. Jiang, Weirong; Prasanna, Viktor K., Reducing Dynamic Power Dissipation in Pipelined Forwarding Engines, 27th IEEE International Conference on Computer Design (ICCD ’09), 2009
  450. Zhou, Qunzhi; Prasanna, Viktor K.; Wang, Yun; Chang, Hwan, A Semantic Framework for Integrated Modeling and Simulation of Transportation Systems, IFAC Symposium on Control in Transportation Systems (CTS ’09), 2009
  451. Jiang, Weirong; Prasanna, Viktor K., Sequence-Preserving Parallel IP Lookup using Multiple SRAM-based Pipelines, Journal of Parallel and Distributed Computing, 2009
  452. Jiang, Weirong; Prasanna, Viktor K., Scalable Packet Classification: Cutting or Merging?, 18th IEEE International Conference on Computer Communications and Networks (ICCCN ’09), 2009
  453. Vinjamuri, Sudhir; Prasanna, Viktor K., Hierarchical Dependency Graphs: Abstraction and Methodology for Mapping Systolic Array Designs to Multicore Processors, 10th International Conference on Parallel Computing Technologies (PaCT’09), 2009
  454. Jiang, Weirong; Prasanna, Viktor K., Field-Split Parallel Architecture for High Performance Multi-Match Packet Classification Using FPGAs, 21st ACM Symposium on Parallelism in Algorithms and Architectures (SPAA ’09), 2009
  455. Jiang, Weirong; Prasanna, Viktor K., A FPGA-based Parallel Architecture for Scalable High-Speed Packet Classification, 21st IEEE International Conference on Application-specific Systems, Architectures and Processors (ASAP ’09), 2009
  456. Vinjamuri, Sudhir; Prasanna, Viktor K., Transitive Closure on the Cell Broadband Engine: A study on Self-Scheduling in a Multicore Processor, 23rd IEEE International Parallel and Distributed Processing Symposium (IPDPS ’09), 2009
  457. Le, Hoang; Prasanna, Viktor K., Scalable High Throughput and Power Efficient IP-Lookup on FPGA, 17th IEEE Symposium on Field Programmable Custom Computing Machines (FCCM ’09), 2009
  458. Wang, Qingbo; Prasanna, Viktor K., Multi-core Architecture on FPGA for Large Dictionary String Matching, 17th IEEE Symposium on Field Programmable Custom Computing Machines (FCCM ’09), 2009
  459. Yang, Yi-Hua E.; Prasanna, Viktor K., Memory-Efficient Pipelined Architecture for Large-Scale String Matching, 17th IEEE Symposium on Field Programmable Custom Computing Machines (FCCM ’09), 2009
  460. Jiang, Weirong; Prasanna, Viktor K., Large-Scale Wire-Speed Packet Classification on FPGAs, 17th ACM International Symposium on Field-Programmable Gate Arrays (FPGA ’09), 2009
  461. Yang, Yi-Hua E.; Prasanna, Viktor K., Software Toolchain for Large-Scale RE-NFA Construction on FPGA, International Journal of Reconfigurable Computing, 2009
  462. Jiang, Weirong; Prasanna, Viktor K., Towards Green Routers: Depth-Bounded Multi-Pipeline Architecture for Power-Efficient IP Lookup, IEEE International Performance Computing and Communications Conference (IPCCC ’08), 2008
  463. Zhuo, Ling; Prasanna, Viktor K., Scalable Hybrid Designs for Linear Algebra on Reconfigurable Computing Systems, IEEE Transactions on Computers, 2008
  464. Yang, Yi-Hua E.; Prasanna, Viktor K., Automatic Construction of Large-Scale Regular Expression Matching Engines on FPGA, International Conference on Reconfigurable Computing and FPGAs (ReConFig ’08), 2008
  465. Zhao, Jing; Sun, Fan; Torniai, Carlo; Bakshi, Amol; Prasanna, Viktor K., A Provenance-Integration Framework for Distributed Workflows in Grid Environments, Workshop on Grid and Utility Computing (WUGC), 2008
  466. Soma, Ramakrishna; Prasanna, Viktor K., Detecting Dirty Queries During Iterative Development of OWL-based Applications, 7th International Conference on Ontologies, DataBases, and Applications of Semantics (ODBASE ’08), 2008
  467. Yang, Yi-Hua E.; Jiang, Weirong; Prasanna, Viktor K., Compact Architecture for High-Throughput Regular Expression Matching on FPGA, ACM/IEEE Symposium on Architectures for Networking and Communication Systems (ANCS’ 08), 2008
  468. Le, H.; Jiang, W.; Prasanna, Viktor K., Scalable High-Throughput Sram-Based Architecture for IP-Lookup Using FPGA, 18th Annual International Conference on Field-Programmable Logic and Applications (FPL ’08), 2008
  469. Soma, Ramakrishna; Prasanna, Viktor K., Parallel Inferencing for OWL Knowledge Bases, 37th International Conference on Parallel Processing (ICPP ’08), 2008
  470. Soma, R.; Prasanna, Viktor K., A Data Partitioning Approach for Parallelizing Rule Based Inferencing for Materialized OWL Knowledge Bases, USA International Conference on Parallel and Distributed Computing and Communication Systems (PDCCS), 2008
  471. Zhuo, Ling; Prasanna, Viktor K., High-Performance Designs for Linear Algebra Operations on Reconfigurable Hardware, IEEE Transactions on Computers, 2008
  472. Sun, Fan; Prasanna, Viktor K.; Bakshi, Amol; Pianelo, Laurent, Workflow Instance Detection: Toward a Knowledge Capture Methodology for Smart Oilfields, IEEE International Conference on Information Reuse and Integration (IRI ’08), 2008
  473. Zhang, Cong; Bakshi, Amol; Prasanna, Viktor K., Data Component Based Management of Reservoir Simulation Models, IEEE International Conference on Information Reuse and Integration (IRI ’08), 2008
  474. Zhou, Qunzhi; Bakshi, Amol; Prasanna, Viktor K.; Soma, Ramakrishna, Towards an Integrated Modeling and Simulation Framework for Freight Transportation in Metropolitan Areas, IEEE International Conference on Information Reuse and Integration (IRI ’08), 2008
  475. Pathak, Animesh; Zhou, Qunzhi; Prasanna, Viktor K., Srijan: A Graphical Toolkit for WSN Application Development, 4th IEEE International Conference on Distributed Computing in Sensor Systems (DCOSS ’08), 2008
  476. Jiang, Weirong; Prasanna, Viktor K., Multi-Terabit IP Lookup Using Parallel Bidirectional Pipelines, Computing Frontier (CF), 2008
  477. Bakshi, Amol; Prasanna, Viktor K.; Reich, J.; Larner, D., Architecture-Independent Programming for Wireless Sensor Networks, Wiley-Interscience, 2008
  478. Jiang, Weirong; Prasanna, Viktor K., Parallel IP Lookup using Multiple SRAM-based Pipelines, IEEE International Parallel & Distributed Processing Symposium (IPDPS ’08), 2008
  479. Zhuo, Ling; Wang, Qingbo; Prasanna, Viktor K., Matrix Computations on Heterogeneous Reconfigurable Systems, 16th Annual IEEE Symposium on Field Programmable Custom Computing Machines (FCCM ’08), 2008
  480. Xia, Yinglong; Prasanna, Viktor K., Junction Tree Decomposition for Parallel Exact Inference, IEEE International Parallel & Distributed Processing Symposium (IPDPS ’08), 2008
  481. Jiang, Weirong; Wang, Qingbo; Prasanna, Viktor K., Beyond TCAMs: An SRAM-based Multi-Pipeline Architecture for Terabit IP Lookup, IEEE InfoCom, 2008
  482. Le, H.; Jiang, W.; Prasanna, Viktor K., A SRAM-based Architecture for Trie-based IP Lookup Using FPGA, 16th Annual IEEE Symposium on Field Programmable Custom Computing Machines (FCCM ’08), 2008
  483. Zhang, Cong; Bakshi, Amol; Prasanna, Viktor K.; Sie, Will Da; Bourgeois, B., A framework for design space exploration in oilfield asset development, SPE Intelligent EnergyConference and Exhibition, 2008
  484. Yu, Yang; Krishnamachari, Bhaskar; Prasanna, Viktor K., Data Gathering with Tunable Compression in Sensor Networks, IEEE Transactions on Parallel and Distributed Systems (TPDS), 2008
  485. Scrofano, Ronald; Zhuo, Ling; Prasanna, Viktor K., Area-Efficient Evaluation of Arithmetic Expressions Using Deeply Pipelined Floating-Point Cores, IEEE Transactions on Very Large Scale Integration Systems (TVLSI), 2008
  486. Soma, Ramakrishna; Bakshi, Amol; Prasanna, Viktor K.; Sie, Will Da; Bourgeois, B., Semantic Web Technologies for Oil Field Operations, SPE Intelligent EnergyConference and Exhibition, 2008
  487. Ou, Jingzhao; Prasanna, Viktor K., A Cooperative Management Scheme for Power Efficient Implementations of Real-Time Operating Systems on Soft Processors, IEEE Transactions on Very Large Integration Systems (TVLSI), 2008
  488. Xia, Yinglong; Prasanna, Viktor K., Node Level Primitives for Parallel Exact Inference, 19th International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD ’07), 2007
  489. Hong, Bo; Prasanna, Viktor K., Adaptive Allocation of Independent Tasks to Maximize Throughput, IEEE Transactions on Parallel and Distributed Systems, 2007
  490. Zhuo, Ling; Morris, Gerald R.; Prasanna, Viktor K., High-Performance Reduction Circuits Using Deeply Pipelined Operators on FPGAs, IEEE Transactions on Parallel and Distributed Systems (TPDS), 2007
  491. Mottola, Luca; Pathak, Animesh; Bakshi, Amol; Prasanna, Viktor K.; Picco, Gian Pietro, Enabling Scope-Based Interactions in Sensor Network Macroprogramming, Fourth IEEE International Conference on Mobile Ad-hoc and Sensor Systems (MASS ’07), 2007
  492. Xia, Yinglong; Prasanna, Viktor K., Parallel Exact Inference, 11th International Conference on Parallel Computing (ParCo ’07), 2007
  493. Zhuo, Ling; Prasanna, Viktor K., Optimizing Matrix Multiplication on Heterogeneous Reconfigurable Systems, 11th International Conference on Parallel Computing (ParCo ’07), 2007
  494. Jiang, Weirong; Prasanna, Viktor K., A Memory-Balanced Linear Pipeline Architecture for Trie-based IP Lookup, 15th IEEE Symposium on High Performance Interconnects (HotI ’07), 2007
  495. Zhang, Cong; Bakshi, Amol; Prasanna, Viktor K., ModelML: A Markup Language for Automatic Model Synthesis, IEEE International Conference on Information Reuse and Integration (IRI ’07), 2007
  496. Soma, Ramakrishna; Bakshi, Amol; Prasanna, Viktor K., An Architecture of a Workflow System for Integrated Asset Management in the smart oil field domain, IEEE International Workshop on Scientific Workflows, 2007
  497. Pathak, Animesh; Zhou, Qunzhi; Mottola, Luca; Bakshi, Amol; Prasanna, Viktor K.; Picco, Gian Pietro, End-to-end Toolkit for Developing a Class of WSN Applications on Sun SPOT Nodes, 3rd International Conference on Distributed Computing in Sensor Systems (DCOSS ’07), 2007
  498. Li, Xiaorong; Veeravalli, B.; Prasanna, Viktor K., A Window-assisted Video Partitioning Strategy for Partitioning and Caching Video Streams in Distributed Multimedia Systems, Journal of Parallel and Distributed Computing (JPDC), 2007
  499. Pathak, Animesh; Mottola, Luca; Bakshi, Amol; Prasanna, Viktor K.; Picco, Gian Pietro, A Compilation Framework for Macroprogramming Networked Sensors, 3rd International Conference on Distributed Computing in Sensor Systems (DCOSS ’07), 2007
  500. Soma, Ram; Bakshi, Amol; Prasanna, Viktor K., A semantic framework for integrated asset management in smart oilfields, 7th IEEE International Symposium on Cluster Computing and the Grid (CCGrid), 2007
  501. Zhuo, Ling; Prasanna, Viktor K., Scalable and Modular Algorithms for Floating-Point Matrix Multiplication on Reconfigurable Computing Systems, IEEE Transactions on Parallel and Distributed Systems (TPDS), 2007
  502. Mohanty, Sumit; Prasanna, Viktor K., A Model-based Extensible Design Framework for Efficient Application Design using FPGA, ACM Transactions on Design Automation of Electronic Systems (TODAES), 2007
  503. Morris, G. R.; Prasanna, Viktor K., Sparse matrix computations on reconfigurable hardware, Computer, 2007
  504. Pathak, Animesh; Mottola, Luca; Bakshi, Amol; Prasanna, Viktor K.; Picco, Gian Pietro, Expressing Sensor Network Interaction Patterns using Data-Driven Macroprogramming, 3rd IEEE International Workshop on Sensor Networks and Systems for Pervasive Computing (PerSeNS ’07), in conjunction with PERCOM, 2007
  505. Veeravalli, B.; Prasanna, Viktor K., Fault-Tolerant Analysis for Multiple Servers Movie Retrieval Strategy for Distributed Multimedia Applications, Multimedia Tools and Applications, 2007
  506. Soma, Ramakrishna; Bakshi, Amol; Sie, W. Da; Prasanna, Viktor K., Model-Based Framework for Developing and Deploying Data Aggregation Workflows, 4th International Conference on Service Oriented Computing (ICSOC ’06), 2006
  507. Scrofano, R.; Prasanna, Viktor K., Preliminary Investigation of Advanced Electrostatics in Molecular Dynamics on Reconfigurable Computers, SuperComputing, 2006
  508. Yu, Yang; Prasanna, Viktor K.; Krishnamachari, Bhaskar, Energy Minimization for Real-Time Data Gathering in Wireless Sensor Networks, IEEE Transactions on Wireless Communications, 2006
  509. Yu, Yang; Prasanna, Viktor K., Exploring Energy-Latency Tradeoffs for Data Gathering in Wireless Sensor Networks, IEEE Transactions on Wireless Communications, 2006
  510. Baker, Zachary K.; Prasanna, Viktor K., Automatic Synthesis of Efficient Intrusion Detection Systems on FPGAs, IEEE Transactions on Dependable and Secure Computing, 2006
  511. Namasivayam, Vasanth Krishna; Pathak, Animesh; Prasanna, Viktor K., Scalable Parallel Implementation of Bayesian Network to Junction Tree Conversion for Exact Inference, 18th International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD ’06), 2006
  512. Zhang, Cong; Bakshi, Amol; Prasanna, Viktor K.; Sie, W. Da, Towards a Model-based Application Integration Framework for Smart Oilfields, IEEE International Conference on Information Reuse and Integration (IRI ’06), 2006
  513. Namasivayam, Vasanth Krishna; Prasanna, Viktor K., Scalable Parallel Implementation of Exact Inference in Bayesian Networks, 12th International Conference on Parallel and Distributed Systems (ICPADS ’06), 2006
  514. Morris, G. R.; Anderson, R. D.; Prasanna, Viktor K., An FPGA-Based Application-Specific Processor for Efficient Reduction of Multiple Variable-Length Floating-Point Data Sets, IEEE 17th International Conference on Application-specific Systems, Architectures and Processors (ASAP ’06), 2006
  515. Zhuo, Ling; Prasanna, Viktor K., High-Performance and Parameterized Matrix Factorization on FPGAs, 16th International Conferenceon Field Programmable Logic and Applications, 2006
  516. Singh, Mitali; Prasanna, Viktor K., Energy-efficient and Fault-tolerant Resolution of Topographic Queries in Networked Sensor Systems, International Conference on Parallel and Distributed Systems (ICPADS ’06), 2006
  517. Kim, J.-K.; Hensgen, D.; Kidd, T.; Siegel, H. J.; Prasanna, Viktor K., A Flexible Multi-Dimensional QoS performance Measure Framework for Distributed Heterogeneous Systems, Special Issue on Cluster Computing in Science andEngineering, 2006
  518. Ou, Jingzhao; Prasanna, Viktor K., Design Space Exploration Using Arithmetic Level Hardware-Software Co-Simulation for Configurable Multi-Processor Platforms, ACM Transactions on Embedded Computing Systems (TECS), 2006
  519. Pathak, Animesh; Prasanna, Viktor K., Issues in Designing a Compilation Framework for Macroprogrammed Networked Sensor Systems, International Conference on Integrated Internet Ad hoc and Sensor Networks (InterSense ’06)Nice, 2006
  520. Zhang, Cong; Orangi, Abdollah; Bakshi, Amol; Sie, Will Da; Prasanna, Viktor K., Model-based Framework for Oil Production Forecasting and Optimization: A Case Study in Integrated Asset Management, SPE Intelligent Energy Conference and Exhibition (IECE), 2006
  521. Jung, H.-J.; Baker, Zachary K.; Prasanna, Viktor K., Performance of FPGA Implementation of Bit-split Architecture for Intrusion Detection Systems, Reconfigurable Architectures Workshop atIPDPS (RAW ’06), 2006
  522. Baker, Zachary K.; Prasanna, Viktor K., An Architecture for Efficient Hardware Data Mining using Reconfigurable Computing System, Fourteenth Annual IEEE Symposium on Field Programmable Custom Computing Machines (FCCM ’06), 2006
  523. Kwatra, A.; Singh, M.; Prasanna, Viktor K., Accelerating DTI Tractography using FPGAs, the 13th ReconfigurableArchitecture Workshop at IPDPS (RAW ’06), 2006
  524. Hong, Bo; Prasanna, Viktor K., Maximum Lifetime Data Sensing and Extraction in Energy Constrained Networked Sensor, Journal of Parallel and Distributed Computing, 2006
  525. Scrofano, Ronald; Gokhale, Maya; Trouw, Frans; Prasanna, Viktor K., A Hardware/Software Approach to Molecular Dynamics on Reconfigurable Computers, 14th Annual IEEE Symposium on Field Programmable Custom Computing Machines (FCCM ’06), 2006
  526. Morris, Gerald R.; Anderson, Richard D.; Prasanna, Viktor K., A Hybrid Approach for Mapping Conjugate Gradient onto an FPGA-Augmented Reconfigurable Supercomputer, 14th Annual IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM’06), 2006
  527. Baker, Zachary K.; Jung, H.-J.; Prasanna, Viktor K., Regular Expression Software Deceleration for Intrusion Detection System, 16th Annual International Conference on Field-Programmable Logic and Applications (FPL ’06), 2006
  528. Morris, Gerald R.; Prasanna, Viktor K., An FPGA-Based Floating-Point Jacobi Iterative Solver, 8th International Symposium on Parallel Architectures, Algorithms, and Networks (I-SPAN ), 2005
  529. Zhuo, Ling; Prasanna, Viktor K., High Performance Linear Algebra Operations on Reconfigurable Systems, Proceedings of SuperComputing, 2005
  530. Jang, Ju-wook; Choi, Seonil; Prasanna, Viktor K., Energy-Efficient Matrix Multiplication on FPGAs, IEEE Transactions on VLSI (TVLSI), 2005
  531. Zhuo, Ling; Prasanna, Viktor K., High-Performance and Area-Efficient Reduction Circuits on FPGAs, 17th International Symposium on Computer Architecture and High Performance Computing, 2005
  532. Baker, Zachary K.; Prasanna, Viktor K., Computationally-efficient Engine for Flexible Intrusion Detection, IEEE Transactions on VLSI, 2005
  533. Morris, Gerald R.; Prasanna, Viktor K., Pipelined Datapath for an IEEE-754 64-Bit Floating-Point Jacobi Solver, 9th Annual Workshop on High Performance Embedded Computing (HPEC ), 2005
  534. Ou, Jingzhao; Prasanna, Viktor K., Arithmetic-Level Instruction Based Energy Estimation for FPGA based Soft Processors, Journal of Low Power Electronics (JOLPE), 2005
  535. Zhuo, Ling; Prasanna, Viktor K., Design Tradeoffs for BLAS Operations on Reconfigurable Hardware, International Conference on Parallel Processing, 2005
  536. Govindu, Gokul; Scrofano, Ronald; Prasanna, Viktor K., A Library of Parameterizable Floating-Point Cores for FPGAs and Their Application to Scientific Computing, International Conference on Engineering of Reconfigurable Systems and Algorithms, 2005
  537. Ou, Jingzhao; Prasanna, Viktor K., Time And Energy Efficient Viterbi Decoding Using FPGAs, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2005
  538. Ou, Jingzhao; Prasanna, Viktor K., MATLAB/Simulink Based Hardware/Software Co-Simulation for Designing Using FPGA Configured Soft Processors, Reconfigurable Architecture Workshop (RAW), joint with IPDPS, 2005
  539. Zhuo, Ling; Morris, Gerlad R.; Prasanna, Viktor K., Designing Scalable FPGA-Based Reduction Circuits Using Pipelined Floating-Point Cores, Reconfigurable Architecture Workshop (RAW), joint with IPDPS, 2005
  540. Morris, Gerald R.; Zhuo, Ling; Prasanna, Viktor K., High-Performance FPGA-Based General Reduction Methods, 13th Annual IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM ), 2005
  541. Yu, Yang; Hong, Bo; Prasanna, Viktor K., Communication Models for Algorithm Design in Wireless Sensor Networks, 7th Workshop on Advances in Parallel and Distributed Computational Models held at 19th International Parallel and Distributed Processing Symposium (IPDPS ’05), 2005
  542. Yu, Yang; Hong, Bo; Prasanna, Viktor K., On Communication Models for Algorithm Design for Networked Sensor Systems: A Case Study, Elsevier Pervasive and Mobile Computing Journal, 2005
  543. Singh, Mitali; Prasanna, Viktor K., Supporting Topographic Queries in a Class of Networked Sensor Systems, Workshop on Sensor Networks and Systems for Pervasive Computing (PerSeNS), 2005
  544. Zhuo, Ling; Prasanna, Viktor K., Sparse Matrix-Vector Multiplication on FPGAs, 13th ACM International Symposium on Field-Programmable Gate Arrays, 2005
  545. Yu, Yang; Prasanna, Viktor K., Energy-Balanced Task Allocation for Collaborative Processing in Wireless Sensor Networks, ACM/Kluwer Journal of Mobile Networks and Applications (MONET) Special Issue on Algorithmic Solutions for Wireless, Mobile, Ad Hoc and Sensor Networks, 2005
  546. Zhang, Cong; Prasanna, Viktor K.; Orangi, Abdollah; Sie, Will Da; Kwatra, Aditya, Modeling methodology for application development in petroleum industry, IEEE International Conference on Information Reuse and Integration, 2005
  547. Bakshi, Amol; Prasanna, Viktor K.; Reich, J.; Larner, D., The Abstract Task Graph: A Methodology for Architecture-Independent Programming of Networked Sensor Systems, Workshop on End-to-end Sense-and-respond Systems (EESR ), 2005
  548. Bakshi, Amol; Pathak, Animesh; Prasanna, Viktor K., System-level support for macroprogramming of networked sensing applications, International Conference on Pervasive Systems and Computing (PSC ), 2005
  549. Gertphol, Sethavidh; Prasanna, Viktor K., MIP Formulations for Robust Resource Allocation in Dynamic Real-Time Systems, Journal of Systems and Software, 2005
  550. Hong, Bo; Prasanna, Viktor K., Maximum Data Gathering in Networked Sensor Systems, International Journal of Distributed Sensor Networks, 2005
  551. Baker, Zachary K.; Prasanna, Viktor K., Hardware Accelerated Apriori Algorithm for Data Mining, The6th Los Alamos Computer Science Institute Symposium (LACSI ’05), 2005
  552. Bakshi, Amol; Larner, Daniel; Prasanna, Viktor K., Environment for Architecture-Independent Programming and Synthesis of Sensor Network Applications, International Conference on Information Processing in Sensor Networks (IPSN ), 2005
  553. Ou, Jingzhao; Choi, Seonil; Prasanna, Viktor K., Energy Efficient Hardware/Software Co-Synthesis of Reconfigurable SoCs for a Class of Applications on Reconfigurable SoCs, International Journal of Embedded Systems, 2005
  554. Baker, Zachary K.; Prasanna, Viktor K., Efficient Hardware Data Mining with the Apriori Algorithm on FPGAs, Proceedings of the Thirteenth Annual IEEE Symposium on Field Programmable CustomComputing Machines (FCCM ’05), 2005
  555. Ou, Jingzhao; Prasanna, Viktor K., COMA: A COoperative MAnagement Scheme for Energy Efficient Implementation of Real-Time Operating Systems on FPGA Based Soft Processors, IEEE International Symposium on Field-programmable Custom Computing Machines (FCCM), 2005
  556. Ou, Jingzhao; Prasanna, Viktor K., Rapid Energy Estimation for Hardware/Software Application Development Using FPGAs, International Conference on Engineering of Reconfigurable Systems and Algorithms (ERSA), 2005
  557. Baker, Zachary K.; Prasanna, Viktor K., High-throughput Linked-Pattern Matching for Intrusion Detection Systems, First Annual ACM Symposium on Architectures for Networking and Communications Systems (ANCS ’05), 2005
  558. Hong, Bo; Prasanna, Viktor K., Optimizing a Class of In-network Processing Applications in Networked Sensor Systems, 1st IEEE International Conference on Mobile Ad-hoc and Sensor Systems (MASS ), 2004
  559. Mohanty, Sumit; Prasanna, Viktor K., Energy Efficient Application Design using FPGAs, FPGA and Programmable Logic Journal, 2004
  560. Scrofano, Ronald; Mohanty, Sumit; Prasanna, Viktor K.; Bogdanowicz, Julius F.; Wanek, Edward W., Memory Configuration based Design Space Exploration using MILAN, Annual High Performance Embedded Computing Workshop (HPEC), 2004
  561. Ou, Jingzhao; Prasanna, Viktor K., Rapid Energy Estimation of Computations on FPGA based Soft Processors, IEEE International SoC Conference (SOCC), 2004
  562. Park, Joon-Sang; Penner, Michael; Prasanna, Viktor K., Optimizing Graph Algorithms for Improved Cache Performance, IEEE Transactions on Parallel and Distributed Systems, 2004
  563. Baker, Zachary K.; Prasanna, Viktor K., Automated Incremental Design of Flexible Intrusion Detection Systems on FPGAs, Annual High Performance Embedded Computing Workshop (HPEC), 2004
  564. Mohanty, Sumit; Prasanna, Viktor K., A Framework for Energy Efficient Design of Multi-Rate Applications using Hybrid Reconfigurable Systems, International Conference on Field-Programmable Logic and its Applications (FPL), 2004
  565. Baker, Zachary K.; Prasanna, Viktor K., Efficient Architectures for Intrusion Detection, Twelfth Annual International Conference on Field-Programmable Logic and its Applications (FPL ’04), 2004
  566. Bakshi, Amol; Prasanna, Viktor K., Algorithm Design and Synthesis for Wireless Sensor Networks, 3rd International Conference on Parallel Processing (ICPP), 2004
  567. Singh, Mitali; Bakshi, Amol; Prasanna, Viktor K., Constructing Topographic Maps in Networked Sensor Systems, Workshop on AlgorithmS for Wireless and mobile Networks (ASWAN), 2004
  568. Ou, Jingzhao; Prasanna, Viktor K., A Methodology for Energy Efficient FPGA Designs Using Malleable Algorithms, International Conference on Field Programmable Logic and Applications (FPL), 2004
  569. Hong, Bo; Prasanna, Viktor K., Optimizing System Life time for Data Gathering in Networked Sensor Systems, Algorithm for Wireless and Ad-hoc Networks (A-SWAN) (Held in conjunction with MobiQuitous ), 2004
  570. Hong, Bo; Prasanna, Viktor K., Constrained Flow Optimization with Applications to Data Gathering in Sensor Networks, First International Workshop on Algorithmic Aspects of Wireless Sensor Networks (ALGOSENSORS ), 2004
  571. Dandalis, Andreas; Prasanna, Viktor K., An Adaptive Cryptographic Engine for Internet Protocol Security Architectures, ACM Transactions on Design Automation of Electronic Systems (TODAES), 2004
  572. Bakshi, Amol; Prasanna, Viktor K., Energy-Efficient Communication in Multi-channel Single-hop Sensor Networks, 10th International Conference on Parallel and Distributed Systems (ICPADS), 2004
  573. Hong, Bo; Prasanna, Viktor K., Performance Optimization of a De-centralized Task Allocation Protocol via Bandwidth and Buffer Management, Challenges of Large Applications in Distributed Environments Workshop (CLADE ), 2004
  574. Govindu, Gokul; Daga, Vikash; Gangadharpalli, Sridhar; Sridhar, V.; Prasanna, Viktor K., Efficient Floating-point based Block LU Decomposition on FPGAs, Engineering of Reconfigurable Systems and Algorithms (ERSA), 2004
  575. Ou, Jingzhao; Prasanna, Viktor K., A Methodology for Energy Efficient Application Synthesis Using Platform FPGAs, International Conference on Engineering of Reconfigurable Systems and Algorithms (ERSA), 2004
  576. Singh, Mitali; Prasanna, Viktor K., A Hierarchical Model for Distributed Collaborative Computation in Wireless Sensor Networks, International Journal of Foundations of Computer Science (IJFCS), 2004
  577. Scrofano, Ronald; Prasanna, Viktor K., Computing Lennard-Jones Potentials and Forces with Reconfigurable Hardware, International Conference on Engineering of Reconfigurable Systems and Algorithms (ERSA), 2004
  578. Zhuo, Ling; Prasanna, Viktor K., Energy Performance of Floating-Point Matrix Multiplication on FPGAs, International Conference on Engineering of Reconfigurable Systems and Algorithms (ERSA), 2004
  579. Ou, Jingzhao; Prasanna, Viktor K., Parameterized and Energy Efficient Adaptive Beamforming Using MATLAB/Simulink on FPGAs, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2004
  580. Mohanty, Sumit; Prasanna, Viktor K., Design of High-Performance Embedded System using Model Integrated Computing, 2nd RTAS Workshop on Model-Driven Embedded Systems, 2004
  581. Ou, Jingzhao; Prasanna, Viktor K., PyGen: A MATLAB/Simulink based Tool for Synthesizing Parameterized and Energy Efficient Designs Using FPGAs, IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM), 2004
  582. Mohanty, Sumit; Prasanna, Viktor K., Duty Cycle Aware Application Design using FPGAs, IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM), 2004
  583. Govindu, Gokul; Zhuo, Ling; Choi, Seonil; Prasanna, Viktor K., Analysis of High-performance Floating-point Arithmetic on FPGAs, Reconfigurable Architectures Workshop (RAW) held at the International Parallel and Distributed Processing Symposium (IPDPS), 2004
  584. Baker, Zachary K.; Prasanna, Viktor K., A Methodology for Synthesis of Efficient Intrusion Detection Systems on FPGAs, IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM), 2004
  585. Govindu, Gokul; Choi, Seonil; Prasanna, Viktor K.; Daga, Vikash; Gangadharpalli, Sridhar; Sridhar, V., A High-Performance and Energy-efficient Architecture for Floating-point based LU Decomposition on FPGAs, Reconfigurable Architectures Workshop (RAW) held at the International Parallel and Distributed Processing Symposium (IPDPS), 2004
  586. Hong, Bo; Prasanna, Viktor K., A Distributed Adaptive Task Allocation in Heterogeneous Computing Environments to Maximize Throughput, International Parallel and Distributed Processing Symposium (IPDPS), 2004
  587. Zhuo, Ling; Prasanna, Viktor K., Scalable and Modular Algorithms for Floating-Point Matrix Multiplication on FPGAs, International Parallel and Distributed Processing Symposium (IPDPS), 2004
  588. Yu, Yang; Krishnamachari, Bhaskar; Prasanna, Viktor K., Energy-Latency Tradeoffs for Data Gathering in Wireless Sensor Networks, IEEE InfoCom, 2004
  589. Baker, Zachary K.; Prasanna, Viktor K., Time and Area Efficient Pattern Matching on FPGAs, Twelfth ACM International Symposium on Field-Programmable Gate Arrays (FPGA ), 2004
  590. Bakshi, Amol; Prasanna, Viktor K., Structured Communication in Single-hop Sensor Networks, 1st European Workshop on Wireless Sensor Networks (EWSN), 2004
  591. Yu, Yang; Krishnamachari, Bhaskar; Prasanna, Viktor K., Issues in Designing Middleware for Wireless Sensor Networks, IEEE Network Magazine, Special issue on Middleware Technologies for Future Communication Networks, 2004
  592. Hong, Bo; Prasanna, Viktor K., Simulation of Adaptive Applications in Heterogeneous Computing Environments, Special Issue on Cluster/Grid Computing, International Journal of Computers and Applications, 2004
  593. Park, Neungsoo; Prasanna, Viktor K., Dynamic Data Layouts for Cache-conscious Implementation of Signal Transforms, IEEE Transactions on Signal Processing, 2004
  594. Yu, Yang; Prasanna, Viktor K., Energy-Efficient Multi-Hop Packet Transmission using Modulation Scaling in Wireless Sensor Networks, IEEE Global Communications Conference (GlobeCom), 2003
  595. Choi, Seonil; Jang, Ju-wook; Mohanty, Sumit; Prasanna, Viktor K., Domain-Specific Modeling for Rapid Energy Estimation of Reconfigurable Architectures, Special Issue on Configurable Computing of the Journal of Supercomputing, Kluwer, 2003
  596. Hong, Bo; Prasanna, Viktor K., Bandwidth-Aware Resource Allocation for Computing Independent Tasks in Heterogeneous Computing Systems, 15th Annual International Conference on Parallel and Distributed Computing and Systems (PDCS ), 2003
  597. Hong, Bo; Prasanna, Viktor K., Bandwidth-Aware Resource Allocation for Heterogeneous Computing Systems to Maximize Throughput, International Conference on Parallel Processing (ICPP), 2003
  598. Mohanty, Sumit; Prasanna, Viktor K., A Hierarchical Approach for Energy Efficient Application Design Using Heterogeneous Embedded Systems, International Conference on Compilers, Architecture, and Synthesis for Embedded Systems (CASES ), 2003
  599. Choi, Seonil; Prasanna, Viktor K., Time and Energy Efficient Matrix Factorization, 13th International Conference on Field Programmable Logic and Applications (FPL ), 2003
  600. Singh, Mitali; Prasanna, Viktor K.; Rolim, Jose; Raghavendra, Cauligi S., Collaborative and Distributive Computation in Mesh-like Wireless Sensor Arrays, Personal Wireless Communications (PWC), 2003
  601. Govindu, Gokul; Zhuo, Ling; Choi, Seonil; Gundala, Padma; Prasanna, Viktor K., Area and Power Performance Analysis of a Floating-point based Application on FPGAs, Seventh Annual Workshop on High Performance Embedded Computing (HPEC ), 2003
  602. Ou, Jingzhao; Choi, Seonil; Govindu, Gokul; Prasanna, Viktor K., Creating Parameterized and Energy-Efficient System Generator Designs, 6th Annual Military and Aerospace Programmable Logic Devices (MAPLD) International Conference, 2003
  603. Mohanty, Sumit; Prasanna, Viktor K., An Algorithm Designer’s Workbench for Platform FPGAs, 13th International Conference on Field Programmable Logic and Applications (FPL ), 2003
  604. Baker, Zachary K.; Prasanna, Viktor K., A Methodology for Optimized FPGA Design of Signal Processing Kernels, 6th Annual Military and Aerospace Programmable Logic Devices (MAPLD) International Conference, 2003
  605. Andreev, Egor; Mohanty, Sumit; Prasanna, Viktor K., A Modeling and Exploration Framework for Mapping of Linear Array of Tasks onto Adaptive Computing Systems, 6th Annual Military and Aerospace Programmable Logic Devices (MAPLD) International Conference, 2003
  606. Park, Neungsoo; Hong, Bo; Prasanna, Viktor K., Tiling, Block Data Layout, and Memory Hierarchy Performance, IEEE Transactions on Parallel and Distributed Systems, 2003
  607. Scrofano, Ronald; Jang, Ju-Wook; Prasanna, Viktor K., Energy-Efficient Discrete Cosine Transform on FPGAs, International Conference on Engineering of Reconfigurable Systems and Algorithms, 2003
  608. Yu, Yang; Prasanna, Viktor K., Energy-Balanced Task Allocation for Collaborative Processing in Networked Embedded System, ACM Conference on Language, Compilers, and Tools for Embedded Systems (LCTES), 2003
  609. Yu, Yang; Prasanna, Viktor K., Resource Allocation for Independent Real-Time Tasks in Heterogeneous Systems for Energy Minimization, Journal of Information Science and Engineering, 2003
  610. Singh, Mitali; Prasanna, Viktor K., Optimal Energy Balanced Algorithm for Selection in Single Hop Sensor Network, IEEE International Workshop on Sensor Network Protocols and Applications (SNPA) ICC, 2003
  611. Singh, Mitali; Prasanna, Viktor K., Algorithmic Techniques for Memory Energy Reduction, Workshop for Experimental Algorithms (WEA), 2003
  612. Ou, Jingzhao; Choi, Seonil; Prasanna, Viktor K., Performance Modeling of Reconfigurable SoC Architectures and Energy-Efficient Mapping of a Class of Applications, IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM), 2003
  613. Choi, Seonil; Govindu, Gokul; Jang, Ju-Wook; Prasanna, Viktor K., Energy-Efficient and Parameterized Designs of Fast Fourier Transforms on FPGAs, 28th International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2003
  614. Mohanty, Sumit; Ou, Jingzhao; Prasanna, Viktor K., A Simulation and Estimation Framework for Energy Efficient Design using Platform FPGAs, IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM), 2003
  615. Singh, Mitali; Prasanna, Viktor K., Energy-Optimal and Energy-Balanced Sorting in a Single-Hop Sensor Network, IEEE Conference on Pervasive Computing and Communications (PERCOM), 2003
  616. Choi, Seonil; Scrofano, Ronald; Prasanna, Viktor K.; Jang, Ju-Wook, Energy-Efficient Signal Processing Using FPGAs, Eleventh ACM International Symposium on Field-Programmable Gate Arrays (FPGA ), 2003
  617. Bhat, Prashanth; Raghavendra, Cauligi S.; Prasanna, Viktor K., Efficient Collective Communication in Distributed Heterogeneous Systems, Journal of Parallel and Distributed Computing, 2003
  618. Yu, Yang; Prasanna, Viktor K., Power-Aware Resource Allocation for Independent Tasks in Heterogeneous Real-Time Systems, 28th IEEE International Conference on Parallel and Distributed Systems (ICPADS), 2002
  619. Scrofano, Ronald; Choi, Seonil; Prasanna, Viktor K., Energy Efficiency of FPGAs and Programmable Processors for Matrix Multiplication, First IEEE International Conference on Field Programmable Technology (FPT), 2002
  620. Hong, Bo; Prasanna, Viktor K., Adaptive Matrix Multiplication in Heterogeneous Environments, International Conference on Parallel and Distributed Systems, 2002
  621. Jang, Ju-Wook; Choi, Seonil; Prasanna, Viktor K., Area and Time Efficient Implementation of Matrix Multiplication on FPGAs, 1st IEEE International Conference on Field Programmable Technology (FPT), 2002
  622. Bakshi, Amol; Ou, Jingzhao; Prasanna, Viktor K., Towards Automatic Synthesis of a Class of Application-Specific Sensor Networks, International Conference on Compilers, Architecture, and Synthesis for Embedded Systems (CASES), 2002
  623. Ou, Jingzhao; Choi, Seonil; Prasanna, Viktor K., Modeling and Energy-Efficient Application Mapping of Configurable SoC Architectures, Technical Report, Department of Electrical Engineering, University of Southern California, 2002
  624. Wang, Xi; Prasanna, Viktor K., Application Directed Explicit Management for Advanced Cache Architectures, Technical Report, Department of Electrical Engineering, University of Southern California, 2002
  625. Hong, Bo; Prasanna, Viktor K., A Modular and Extensible Simulator for Performance Evaluation of Adaptive Applications in Heterogeneous Computing Environments, International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP ), 2002
  626. Gertphol, S.; Prasanna, Viktor K., MIP Formulations for Robust Resource Allocation in Dynamic Real-time Systems, Technical Report, Department of Electrical Engineering, University of Southern California, 2002
  627. Mohanty, Sumit; Prasanna, Viktor K., Rapid System-Level Performance Evaluation and Optimization for Application Mapping onto SOC Architectures, 15th IEEE International ASIC/SOC Conference, 2002
  628. Choi, S.; Scrofano, R.; Prasanna, Viktor K., Energy-Efficient Design of Kernel Applications for FPGAs Through Domain-Specific Modeling, 5th annual Military and Aerospace Programmable Logic Devices (MAPLD) International Conference, 2002
  629. Sidhu, Reetinder; Prasanna, Viktor K., Efficient Metacomputation using Self-Reconfiguration, 12th International Conference on Field Programmable Logic and Applications (FPL), 2002
  630. Baker, Zachary K.; Prasanna, Viktor K., Performance Modeling and Interpretive Simulation of PIM Architectures and Applications, Euro-Par, 2002
  631. Park, Neungsoo; Hong, Bo; Prasanna, Viktor K., Analysis of Memory Hierarchy Performance of Block Data Layout, International Conference on Parallel Processing (ICPP ), 2002
  632. Bondalapati, Kiran; Prasanna, Viktor K., Reconfigurable Computing Systems, Proceedings of the IEEE, 2002
  633. Mohanty, Sumit; Choi, Seonil; Jang, Ju-wook; Prasanna, Viktor K., A Model-based Methodology for Application Specific Energy Efficient Data Path Design using FPGAs, IEEE 13th International Conference on Application-specific Systems, Architectures and Processors (ASAP), 2002
  634. Mohanty, Sumit; Prasanna, Viktor K.; Neema, Sandeep; Davis, James, Rapid Design Space Exploration of Heterogeneous Embedded Systems using Symbolic Search and Multi-Granular Simulation, Language Compilers and Tools for Embedded Systems, 2002
  635. Ali, Shoukat; Kim, Jong-Kook; Siegel, Howard Jay; Maciejewski, Anthony A.; Yu, Yang; Gundala, Shriram B.; Gertphol, Sethavidh; Prasanna, Viktor K., Greedy Heuristics for Resource Allocation in Dynamic Distributed Real-Time Heterogeneous Computing Systems, International Conference on Parallel and Distributed Processing Techniques and Applications (PDPTA’02), 2002
  636. Choi, Seonil; Jang, Ju-Wook; Mohanty, Sumit; Prasanna, Viktor K., Domain-Specific Modeling for Rapid System-Wide Energy Estimation of Reconfigurable Architectures, Engineering of Reconfigurable Systems and Algorithms (ERSA’02), 2002
  637. Park, Neungsoo; Hong, Bo; Prasanna, Viktor K., Cache Performance Analysis for Block Size Selection in the ATLAS Library, HPCMO User Group Conference, 2002
  638. Bakshi, Amol; Ou, Jingzhao; Prasanna, Viktor K., Power-Aware Embedded System Design Using the MILAN Framework, IEEE Workshop on Integrated Management of Power Aware Communications, Computing and Networking (IMPACCT), 2002
  639. Singh, Mitali; Prasanna, Viktor K., System Level Energy Trade-offs for Collaborative Computation in Wireless Networks, IEEE Workshop on Integrated Management of Power Aware Communications, Computing and Networking (IMPACCT), 2002
  640. Tang, Caimu; Raghavendra, Cauligi S.; Prasanna, Viktor K., Energy Efficient Adaptation of Multicast Protocols in Power Controlled Wireless Ad Hoc Networks, International Symposium on Parallel Architectures, Algorithms and Networks (ISPAN), 2002
  641. Ali, Shoukat; Kim, Jong-Kook; Yu, Yang; Gundala, Shriram; Gertphol, Sethavidh; Siegel, Howard Jay; Maciejewski, Anthony A.; Prasanna, Viktor K., Utilization-Based Techniques for Statistically Mapping Heterogeneous Applications onto the Hiper-D Heterogeneous Computing System, Journal of Parallel and Distributed Computing Practices, special issue on Algorithms, Systems, and Tools for High Performance Computing Networks, 2002
  642. Ali, Shoukat; Kim, Jong-Kook; Yu, Yang; Gundala, Shriram B.; Gertphol, Sethavidh; Maciejewski, Anthony A.; Siegel, Howard Jay; Prasanna, Viktor K., Utilization-based Heuristics for Statically Mapping Real-Time Applications onto the HiPer-D Distributed Heterogeneous Computing System, Heterogeneous Computing Workshop, HCW, 2002
  643. Gertphol, Sethavidh; Yu, Yang; Gundala, Shriram B.; Prasanna, Viktor K.; Ali, Shoukat; Kim, Jong-Kook; Maciejewski, Anthony A.; Siegel, Howard Jay, A Metric and Mixed-Integer-Programming-Based Approach for Resource Allocation in Dynamic Real-Time Systems, Proceedings of International the International Parallel and Distributed Processing Symposium, 2002
  644. Suh, Jinwoo; Prasanna, Viktor K., An Efficient Algorithm for Out-of-Core Matrix Transposition, IEEE Transactions on Computers, 2002
  645. Penner, Michael; Prasanna, Viktor K., Cache Friendly Implementations of Transitive Closure, Proceedings of International Conference on Parallel Architectures and Compilation Techniques, 2001
  646. Mathur, Vaibhav; Prasanna, Viktor K., Hierarchical Simulation Framework for Application Development on System-on-Chip Architectures, IEEE International ASIC-SOC Conference, 2001
  647. Dandalis, Andreas; Prasanna, Viktor K.; Thiruvengadam, Bharani, Run-time Performance Optimization of an FPGA-based Deduction Engine for SAT Solvers, International Conference on Field Programable Logic and Applications, 2001
  648. Dandalis, Andreas; Prasanna, Viktor K., Signal Processing using Reconfigurable System-on-Chip Platforms, International Conference on Engineering of Reconfigurable Systems and Algorithms, 2001
  649. Bakshi, Amol; Prasanna, Viktor K.; Ledeczi, Akos, MILAN: A Model Based Integrated Simulation Framework for Design of Embedded Systems, Workshop on Languages, Compilers, and Tools for Embedded Systems (LCTES), 2001
  650. Park, Neungsoo; Prasanna, Viktor K., Cache Conscious Walsh-Hadamard Transform, 26th International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2001
  651. Alhusaini, Ammar; Raghavendra, Cauligi S.; Prasanna, Viktor K., Run-Time Adaptation for Grid Environments, Heterogenous Computing Workshop, 15th International Parallel and Distributed Processing Symposium (IPDPS), 2001
  652. Sidhu, Reetinder; Prasanna, Viktor K., Fast Regular Expression Matching using FPGAs, IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM ), 2001
  653. Gertphol, Sethavidh; Yu, Yang; Alhusaini, Ammar; Prasanna, Viktor K., An Integer Programming Approach for Static Mapping of Paths onto Heterogeneous Real-Time Systems, Ninth Workshop on Parallel and Distributed Real-Time Systems (WPDRTS), 15th International Parallel and Distributed Processing Symposium (IPDPS), 2001
  654. Dandalis, Andreas; Prasanna, Viktor K., Configuration Compression for FPGA-based Embedded Systems, ACM International Symposium on Field-Programmable Gate Arrays, 2001
  655. Lee, Myungho; Liu, Wenheng; Prasanna, Viktor K., Parallel Implementation of a Class of Adaptive Signal Processing Applications, Algorithmica, 2001
  656. Bhat, Prashanth; Raghavendra, Cauligi S.; Prasanna, Viktor K., Block-Cyclic Redistribution over Heterogeneous Networks, Cluster Computing, 2000
  657. Dandalis, Andreas; Prasanna, Viktor K., FPGA-based Cryptography for Internet Security, Online Symposium for Electronic Engineers, 2000
  658. Sidhu, Reetinder; Wadhwa, Sameer; Mei, Alessandro; Prasanna, Viktor K., A Self-Reconfigurable Gate Array Architecture, International Conference on Field Programmable Logic and Applications, 2000
  659. Dandalis, Andreas; Prasanna, Viktor K.; Rolim, Jose D. P., A Comparative Study of Performance of AES Final Candidates Using FPGAs, Workshop on Cryptographic Hardware and Embedded Systems, 2000
  660. Chung, Y.; Park, K.; Hahn, W.; Park, N.; Prasanna, Viktor K., Performance of On-Chip Multiprocessors for Vision Tasks, Workshop on Parallel and Distributed Computing in Image Processing, Video Processing, and Multimedia, 2000
  661. Bondalapati, Kiran; Prasanna, Viktor K., Loop Pipelining and Optimization for Run Time Reconfiguration, Reconfigurable Architectures Workshop, 2000
  662. Park, Neungsoo; Kang, Dongsoo; Bondalapati, Kiran; Prasanna, Viktor K., Dynamic Data Layouts for Cache-conscious Factorization of DFT, International Parallel and Distribute Processing Symposium, 2000
  663. Dandalis, Andreas; Prasanna, Viktor K.; Rolim, Jose D. P., An Adaptive Cryptographic Engine for IPSec Architectures, IEEE Symposium on Field-Programming Custom Computing Machines, 2000
  664. Park, Neungsoo; Liu, Wenheng; Prasanna, Viktor K.; Raghavendra, Cauligi S., Efficient Matrix Multiplication Using Cache Conscious Data Layouts, HPCMO User Group Conference, 2000
  665. Park, Neungsoo; Prasanna, Viktor K.; Raghavendra, Cauligi S., Efficient Communication Schedule for Block-Cyclic Array Redistribution between Processor Sets, IEEE Transactions on Parallel and Distributed Systems, 1999
  666. Sidhu, Reetinder P.; Mei, Alessandro; Prasanna, Viktor K., Genetic Programming using Self-Reconfigurable FPGAs, International Workshop on Field Programmable Logic and Applications, 1999
  667. Bondalapati, Kiran; Prasanna, Viktor K., DRIVE: An Interpretive Simulation and Visualization Environment for Dynamically Reconfigurable Architectures, International Workshop on Field Programmable Logic and Applications, 1999
  668. Bondalapati, Kiran; Prasanna, Viktor K., Dynamic Precision Management for Loop Computations on Reconfigurable Architectures, IEEE Symposium on Field-Programming Custom Computing Machines (FCCM), 1999
  669. Dandalis, Andreas; Mei, Alessandro; Prasanna, Viktor K., Domain Specific Mapping for Solving Graph Problems on Reconfigurable Devices, Reconfigurable Architectures Workshop (RAW ’99), 1999
  670. Alhusaini, Ammar; Prasanna, Viktor K.; Raghavendra, Cauligi S., A Unified Resource Scheduling Framework for Heterogeneous Computing Environments, 8th Heterogeneous Computing Workshop (HCW ’99), 1999
  671. Sidhu, Reetinder P.; Mei, Alessandro; Prasanna, Viktor K., String Matching on Multicontext FPGAs using Self-Reconfiguration, International Symposium on Field-Programmable Gate Arrays, 1999
  672. Lim, Young Won; Bhat, Prashanth B.; Prasanna, Viktor K., Efficient Algorithms for Block Cyclic Redistribution of Arrays, Algorithmica, 1999
  673. Bae, Jongwoo; Prasanna, Viktor K., Synthesis of Area-Efficient and High-Throughput Rate Data Format Converters, IEEE Transactions on VLSI Systems, 1998
  674. Park, Neungsoo; Prasanna, Viktor K.; Raghavendra, Cauligi S., Efficient Algorithms for Block-Cyclic Array Redistribution between Processor Sets, SC98 High Performance Networking and Computing Conference, 1998
  675. Bondalapati, Kiran; Prasanna, Viktor K., Mapping Loops onto Reconfigurable Architectures, 8th International Workshop on Field Programmable Logic and Applications, 1998
  676. Liu, Wenheng; Prasanna, Viktor K., Designing Application Software for Embedded Signal Processing, IEEE Signal Processing, 1998
  677. Lim, Yong Won; Park, Neungsoo; Prasanna, Viktor K., Efficient Algorithms for Multi-dimensional Block-Cyclic Redistribution of Arrays, ICPP `98, 1998
  678. Bhat, Prashanth B.; Prasanna, Viktor K.; Raghavendra, Cauligi S., Adaptive Communication Algorithms for Distributed Heterogeneous Systems, International Symposium on High Performance Distributed Computing, 1998
  679. Suh, Jinwoo; Prasanna, Viktor K., Portable Implementation of Real Time Signal Processing Benchmarks on HPC Platforms, International Workshop on Applied Parallel Computing in Large Scale Scientific and Industrial Problems, 1998
  680. Chung, Yongwha; Prasanna, Viktor K., Parallelizing Image Feature Extraction on Coarse-Grain Machines, IEEE Transactions on PAMI, 1998
  681. Suh, Jinwoo; Ung, Monte; Prasanna, Viktor K., Parallel Implementations of Synthetic Aperture Radar on High Performance Computing Platforms, IEEE International Conference on Algorithms and Architectures for Parallel Processing, 1997
  682. Chung, Yongwha; Choi, Seonil; Prasanna, Viktor K., Parallel Object Recognition on an FPGA-based Configurable Computing Platform, International Workshop on Computer Architectures for Machine Perception, 1997
  683. Dandalis, Andreas; Prasanna, Viktor K., Fast Parallel Implementation of DFT using Configurable Devices, International Workshop on Field Programming Logic and Applications, 1997
  684. Jang, Ju-wook; Park, Heonchul; Prasanna, Viktor K., An optimal Multiplication Algorithm on Reconfigurable Mesh, IEEE Transactions on Parallel and Distributed Systems (TPDS), 1997
  685. Bondalapati, Kiran; Prasanna, Viktor K., Reconfigurable Meshes: Theory and Practice, Reconfigurable Architectures Workshop, International Parallel Processing Symposium, 1997
  686. Lee, Myungho; Prasanna, Viktor K., High Throughput-Rate Parallel Algorithms for Space Time Adaptive Processing, 2nd International Workshop on Embedded Systems and Applications, 1997
  687. Jang, Ju-wook; Nigam, Madhusudan; Prasanna, Viktor K.; Sahni, Sartaj, Constant Time Algorithms for Computational Geometry on the Reconfigurable Mesh, IEEE Transactions on Parallel and Distributed Systems, 1997
  688. Liu, Wenheng; Wang, Cho-Li; Prasanna, Viktor K., Portable and Scalable Algorithms for Irregular All-to-all Communication, Proc. 16th International Conference on Distributed Computing Systems (ICDCS ’96), 1996
  689. Chung, Yongwha; Prasanna, Viktor K.; Wang, Cho-Li, Parallel Algorithms for Linear Approximation on Distributed Memory Machines, DARPA Image Understanding Workshop, 1996
  690. Kim, Kichul; Prasanna, Vikor K., Latin Squares and Parallel Array Access, International Symposium on Computer Architecture, 1989
  691. Reisis, Dionisios, VLSI Arrays with reconfigurable buses, International Conference on Supercomputing, 1987
  692. Jang, Ju-Wook; Prasanna, Vikor K., An Optimal Sorting Algorithm of Reconfigurable Mesh, Journal of Parallel and Distributed Computing
  693. Miller, Russ; Prasanna, Viktor K.; Reisis, Dionisios; Stout, Quentin F., Meshes with Reconfigurable Buses, Advanced Research in VLSI: Proceedings of the Fifth MIT Conference, 1988