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Selected Recent Publications [ Click here for a complete list]
Reconfigurable and Parallel Computing
- Zhang, Bingyi; Prasanna, Viktor, Dynasparse: Accelerating GNN Inference through Dynamic Sparsity Exploitation, 37th IEEE International Parallel & Distributed Processing Symposium (IPDPS), 2023
- 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
- 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 Filed-Programmable Gate Arrays (FPGA 2023), 2023
- Lin, Yi-Chien; Prasanna, Vikor, HyScale-GNN: A Scalable Hybrid GNN Training System on Single-Node Heterogeneous Architecture, IEEE International Parallel & Distributed Processing Symposium (IPDPS), 2023
Data Science
- 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
- Zhou, Hongkuan; Zheng, Da; Song, Xiang; Karypis, George, Prasanna, Viktor K., DistTGL: Distributed Memory-Based Temporal Graph Neural Network Training, The International Conference for High Performance Computing, Networking, Storage, and Analysis (SC ’23), 2023
- Ye, Tian; Kannan, Rajgopal; Prasanna, Viktor K., Adversarial attack on GNN-based SAR image classifier, SPIE Defense + Commercial Sensing, 2023
- Zhang, Pengmiao; Kannan, Rajgopal; Prasanna, Viktor K., Phases, Modalities, Temporal and Spatial Locality: Domain Specific ML Prefetcher for Accelerating Graph Analytics, The International Conference for High Performance Computing, Networking, Storage, and Analysis (SC ’23), 2023
Complete List of Publications: [Click here for the Google Scholar page]
- 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
- 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
- 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
- Zhang, Pengmiao; Kannan, Rajgopal; Anant, V. Nori; Prasanna, Viktor K., Accelerating Graph Analytics Using Attention‑Based Data Prefetcher, SN Computer Science, 2024
- 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
- Lin, Yi-Chien; Deng, Gangda; Prasanna, Viktor, A Unified CPU-GPU Protocol for GNN Training, ACM International Conference on Computing Frontiers, 2024
- 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
- Parikh, Dhruv; Li, Shouyi; Zhang, Bingyi; Kannan, Rajgopal; Busart, Carl; Prasanna, Viktor, Accelerating ViT Inference on FPGA through Static and Dynamic Pruning, 0, 2024
- 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
- 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
- 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
- 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
- Wijeratne, Sasindu; Kannan, Rajgopal; Prasanna, Vikor, Sparse MTTKRP Acceleration for Tensor Decomposition on GPU, 21st ACM International Conference on Computing Frontiers (CF’ 24), 2024
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- Zhang, Bingyi; Prasanna, Viktor, Dynasparse: Accelerating GNN Inference through Dynamic Sparsity Exploitation, 37th IEEE International Parallel & Distributed Processing Symposium, 2023
- 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
- 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
- Wiggins, Samuel; Meng, Yuan; Kannan, Rajgopal; Prasanna, Viktor, Evaluating Multi-agent Reinforcement Learning on Heterogeneous Platforms, Proceedings of SPIE Volume 12538, 2023
- 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
- 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
- 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
- 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
- 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
- Yik, Jason; Kuppannagari, Sanmukh; Zeng, Hanqing; Prasanna, Vikor, Input Feature Pruning for Accelerating GNN Inference on Heterogeneous Platforms, International Conference on High Performance Computing, Data, and Analytics (HiPC), 2022
- Lakhotia, Kartik; Petrini, Fabrizio; Kannan, Rajgopal; Prasanna, Vikor, Accelerating Prefix Scan with in-network computing on Intel PIUMA, International Conference on High Performance Computing, Data, and Analytics (HiPC), 2022
- Zhang, Chi; Sanmukh Rao, Kuppannagari; Prasanna, Vikor, Safe Building HVAC Control via Batch Reinforcement Learning, IEEE Transactions on Sustainable Computing, 2022
- 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 Models, IEEE Transactions on Sustainable Computing, 2022
- Liu, Haomei; Meng, Yuan; Sanmukh Rao, Kuppannagari; Prasanna, Vikor, End to End Framework for CNN Acceleration on FPGAs with Dynamic Algorithm Mapping, In Proceedings of the 2022 Fourteenth International Conference on Contemporary Computing, 2022
- 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
- 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
- Yuan Meng; Hongjiang Men; Viktor Prasanna, Accelerator Design and Exploration for Deformable Convolution Networks, 2022 IEEE Workshop on Signal Processing Systems (SiPS), 2022
- Yang, Yang; Kuppannagari, Sanmukh; Kannan, Rajgopal; Prasanna, Viktor, Bandwidth Efficient Homomorphic Encrypted Matrix Vector Multiplication Accelerator on FPGA, International Conference on Field Programmable Technology, 2022
- Jayaraman, Soundarya; Zhang, Bingyi; Prasanna, Viktor, Hypersort: High-performance Parallel Sorting on HBM-enabled FPGA, International Conference on Field Programmable Technology, 2022
- Lin, Yi Chien; Zhang, Bingyi; Prasanna, Vikor, Accelerating GNN Training on CPU+Multi-FPGA Heterogeneous Platform, Latin America High Performance Computing Conference (CARLA), 2022
- Zhang, Pengmiao; Kannan, Rajgopal; Tong, Xiangzhi; Nori, Anant V.; Prasanna, Viktor K., SHARP: Software Hint-Assisted Memory Access Prediction for Graph Analytics, 2022 IEEE High Performance Extreme Computing Virtual Conference (HPEC ’22), 2022
- 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 Memory, 2022 IEEE High Performance Extreme Computing Virtual Conference, 2022
- Zhang, Bingyi; Kannan, Rajgopal; Prasanna, Viktor; Busart, Carl, Accurate, Low-latency, Efficient SAR Automatic Target Recognition on FPGA, 2022 32nd International Conference on Field-Programmable Logic and Applications (FPL), 2022
- Zhang, Bingyi; Zeng, Hanqing; Prasanna, Viktor, Low-latency Mini-batch GNN Inference on CPU-FPGA Heterogeneous Platform, 2022 International Conference on High Performance Computing, Data, and Analytics, 2022
- Wijeratne, Sasindu; Jaiswal, Akhilesh; P. Jacob, Ajey; Zhang, Bingyi; Prasanna, Vikor, Performance Modeling Sparse MTTKRP Using Optical Static Random Access Memory on FPGA, IEEE High Performance Extreme Computing Conference, 2022
- Ye, Tian; Rajgopal, Kannan; Prasanna, Viktor K., FPGA Acceleration of Fully Homomorphic Encryption over the Torus, 2022 IEEE High Performance Extreme Computing Virtual Conference, 2022
- Meng, Yuan; Kannan, Rajgopal; Prasanna, Viktor, Accelerating Monte-Carlo Tree Search on CPU-FPGA Heterogeneous Platform, The 32nd International Conference on Field-Programmable Logic and Applications (FPL), 2022
- Zhang, Pengmiao; Kannan, Rajgopal; Nori, Anant V.; Prasanna, Viktor K., A2P: Attention-Based Memory Access Prediction for Graph Analytics, 11th International Conference on Data Science and Applications (DATA 2022), 2022
- Wijeratne, Sasindu; Wang, Ta-Yang; Rajgopal, Kannan; Viktor K., Prasanna, Towards Programmable Memory Controller for Tensor Decomposition, 11th International Conference on Data Science and Applications (DATA 2022), 2022
- 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 Processing, 21st IEEE International Symposium on Parallel and Distributed Computing, 2022
- Zhou, Hongkuan; Zhang, Bingyi; Kannan, Rajgopal; Prasanna, Viktor; Busart, Carl, Model-Architecture Co-Design for High Performance Temporal GNN Inference on FPGA, 202 IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2022
- Zhang, Pengmiao; Srivastava, Ajitesh; Nori, Anant V.; Kannan, Rajgopal; Prasanna, Viktor K., Fine-Grained Address Segmentation for Attention-Based Variable-Degree Prefetching, 19th ACM International Conference on Computing Frontiers (CF ’22), 2022
- Yang, Yang; Kuppannagari, Sanmukh; Kannan, Rajgopal; Prasanna, Viktor, FPGA Accelerator for Homomorphic Encrypted Sparse Convolutional Neural Network Inference, IEEE International Symposium On Field-Programmable Custom Computing Machines, 2022
- Yang, Yang; Kuppannagari, Sanmukh; Kannan, Rajgopal; Prasanna, Viktor, NTTGen: A Framework for Generating Low Latency NTT Implementations on FPGA, 19th ACM International Conference on Computing Frontiers (CF ’22), 2022
- Meng, Yuan; Zhang, Chi; Prasanna, Viktor, FPGA Acceleration of Deep Reinforcement Learning using On-Chip Replay Management, 19th ACM International Conference on Computing Frontiers (CF ’22), 2022
- Lin, Yi Chien; Zhang, Bingyi; Prasanna, Vikor, HP-GNN: Generating High Throughput GNN Training Implementation on CPU-FPGA Heterogeneous Platform, The 30h ACM/SIGDA International Symposium on Field-Programmable Gate Arrays (FPGA), 2022
- Lakhotia, Kartik; Petrini, Fabrizio; Kannan, Rajgopal; Prasanna, Viktor, Accelerating Allreduce with in-network reduction on Intel PIUMA, IEEE Micro, 2022
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- Lin, Yi Chien; Zhang, Bingyi; Prasanna, Viktor K., GCN Inference Acceleration using High-Level Synthesis, IEEE High Performance Extreme Computing Conference, 2021
- 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
- Lakhotia, Kartik; Petrini, Fabrizio; Kannan, Rajgopal; Prasanna, Viktor, In-network reductions on multi-dimensional HyperX, IEEE Symposium on High Performance Interconnects (HotI), 2021
- 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
- Wijeratne, Sasindu; Pattnaik, Sanket; Chen, Zhiyu; Kannan, Rajgopal; Prasanna, Viktor, Programmable FPGA-based Memory Controller, IEEE Hot Interconnects symposium, 2021
- 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
- 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
- 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
- Ye, Tian; Yang, Yang; Kuppannagari, Sanmukh R.; Kannan, Rajgopal; Prasanna, Viktor K., FPGA Acceleration of Number Theoretic Transform, ISC High Performance 2021, 2021
- 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
- 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
- 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
- Lazaris, Aggelos; Prasanna, Viktor K., An LSTM Framework for Software-Defined Measurement, IEEE Transactions on Network and Service Management, 2021
- 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
- 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
- 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
- Yang, Yang; Kuppannagari, Sanmukh; Prasanna, Viktor K., A High Throughput Parallel Hash Table Accelerator on HBM-enabled FPGAs, IEEE ICFPT 2020, 2020
- 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
- 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
- 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
- Ye, Tian; Kannan, Rajgopal; Prasanna, Viktor K., Accelerator Design and Performance Modeling for Homomorphic Encrypted CNN Inference, IEEE High Performance Extreme Computing, 2020
- 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
- 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
- Wang, Ta-Yang; Srivastava, Ajitesh; Prasanna, Viktor, A Framework for Task Mapping onto Heterogeneous Platforms, IEEE High Performance Extreme Computing Conference, 2020
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- Zeng, Hanqing; Zhou, Hongkuan; Srivastava, Ajitesh; Kannan, Rajgopal; Prasanna, Viktor, GraphSAINT: Graph Sampling Based Inductive Learning Method, International Conference on Learning Representations (ICLR), 2020
- Lakhotia, Kartik, GPOP: A scalable cache- and memory-efficient framework for Graph Processing Over Parts, ACM Transactions on Parallel Computing, 2020
- 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
- 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
- Zeng, Hanqing; Prasanna, Viktor, GraphACT: Accelerating GCN Training on CPU-FPGA Heterogeneous Platforms, ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2020
- 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
- Srivastava, Ajitesh; Prasanna, Viktor K, Learning to Forecast and Forecasting to Learn from the COVID-19 Pandemic, arXiv preprint arXiv:2004.11372, 2020
- 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
- Zhou, Shijie; Kannan, Rajgopal; Prasanna, Viktor K., Accelerating Stochastic Gradient Descent Based Matrix Factorization on FPGA, IEEE Transactions on Parallel and Distributed Computing, 2020
- 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
- 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
- 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
- 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
- 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
- Lazaris, Angelos; Prasanna, Viktor, Deep Learning Models For Aggregated Network Traffic Prediction, IEEE/IFIP International Conference on Network and Service Management (CNSM 2019), 2019
- 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
- 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
- Goel, Akshit; Kuppannagari, Sanmukh R.; Yang, Yang; Srivastava, Ajitesh; Prasanna, Viktor K., Parallel Totally Induced Edge Sampling on FPGAs, ParaFPGA 2019, 2019
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- Lakhotia, Kartik; Kannan, Rajgopal; Dong, Qing; Prasanna, Viktor, Planting Trees for scalable and efficient Canonical Hub Labeling, Proceedings of the VLDB Endowment, 2019
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- Lakhotia, Kartik; Kannan, Rajgopal; Prasanna, Viktor K., Accelerating PageRank using Partition-Centric Processing, USENIX Annual Technical Conference (USENIX ATC 18), 2018
- 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
- 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
- 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
- Tong, Da; Prasanna, Viktor K., Sketch Acceleration on FPGA and its Applications in Network Anomaly Detection, IEEE Transactions on Parallel & Distributed Systems, 2018
- 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
- Saeed, Muhammad Rizwan; Chelmis, Charalampos; Prasanna, Viktor K., ASQFor: Automatic SPARQL query formulation for the non-expert, AI Communications, 2018
- 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
- 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
- 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
- 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
- Pal, Ranjan; Hui, Pan; Prasanna, Viktor K., Privacy Engineering for the Smart Micro-Grid, IEEE Transactions on Knowledge and Data Engineering, 2018
- 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
- Srivastava, Ajitesh, Computing Cascades: How to Spread Rumors, Win Campaigns, Stop Violence and Predict Epidemics, nan, 2018
- Srivastava, Ajitesh; Petering, Robin; Misyrlis, Michail, Minimizing Violence in Homeless Youth, Artificial Intelligence and Social Work, 2018
- 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
- Lazaris, Angelos; Prasanna, Viktor K., DeepFlow: A Deep Learning Framework For Software-defined Measurement, ACM Cloud-Assisted Networking Workshop (CAN 17), 2017
- 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
- 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
- Zhou, Shijie; Kannan, Rajgopal; Prasanna, Viktor K., Accelerating Low Rank Matrix Completion on FPGA, International Conference on ReConFigurable Computing and FPGAs (ReConFig), 2017
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- Pal, Ranjan; Chelmis, Charalampos; Frincu, Marc; Prasanna, Viktor K., Towards Dynamic Demand Response: On Efficient Consumer Grouping Algorithmics, IEEE Transactions on Sustainable Computing, 2017
- Chen, Ren; Prasanna, Viktor K., Optimal Circuits for Parallel Bit Reversal, Proceedings of the 54th Annual Design Automation Conference (DAC), 2017
- 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
- Srivastava, Ajitesh; Chelmis, Charalampos; Prasanna, Viktor K., Computing Competing Cascades on Signed Networks, Social Network Analysis and Mining, 2016
- 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
- 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
- Chelmis, Charalampos; Kannan, Rajgopal; Prasanna, Viktor K., Software Defined Connected Prosumer Communities, IEEE 3rd World Forum on Internet of Things (WF-IoT), 2016
- 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
- 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
- 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
- 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
- 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
- Misyrlis, Michail; Kannan, Rajgopal; Chelmis, Charalampos; Prasanna, Viktor K., Sparse Causal Temporal Modeling to Inform Power System Defense, Procedia Computer Science, 2016
- Chen, Ren; Singapura, Shreyas; Prasanna, Viktor K., Optimal Dynamic Data Layouts for 2D FFT on 3D Memory Integrated FPGA, Journal of Supercomputing (SUPE), 2016
- 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
- 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
- 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
- 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
- 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
- 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
- Harris, Greg; Panangadan, Anand; Prasanna, Viktor K., GPU-Accelerated Parameter Optimization for Classification Rule Learning, 29th International FLAIRS Conference, 2016
- 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
- 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
- Qu, Yun R.; Prasanna, Viktor K., Compact Hash Tables for Decision-trees, Journal paper at Parallel Computing (PARCO), 2016
- 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
- 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
- Srivastava, Ajitesh; Chelmis, Charalampos; Prasanna, Viktor K., Mining Large Dense Subgraphs, Proceedings of the 25th International Conference Companion on World Wide Web, 2016
- Qu, Yun R.; Prasanna, Viktor K., Fast Online Set Intersection for Network Processing on FPGA, IEEE Transactions on Parallel and Distributed Systems, 2016
- 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
- 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
- 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
- Qu, Yun R.; Prasanna, Viktor K., High-performance and Dynamically Updatable Packet Classification Engine on FPGA, IEEE Transactions on Parallel and Distributed Systems, 2016
- Srivastava, Ajitesh; Chelmis, Charalampos; Panangadan, Anand; Prasanna, Viktor K., Heterogeneous Infection Rate SI model with Inter-regional Mobility, NetSci X, 2016
- 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
- Srivastava, Ajitesh; Chelmis, Charalampos; Prasanna, Viktor K, Computing competing cascades on signed networks, Social Network Analysis and Mining, 2016
- 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
- Zhou, Shijie; Prasanna, Viktor K., Scalable GPU-Accelerated IPv6 Lookup using Hierarchical Perfect Hashing, IEEE Global Communications Conference (GLOBECOM ’15), 2015
- 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
- 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
- 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
- Patri, Om; Kannan, Rajgopal; Panangadan, Anand; Prasanna, Viktor K., Multivariate Time Series Classification Using Inter-leaved Shapelets, NIPS Time Workshop, 2015
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- Chen, Ren; Prasanna, Viktor K., Energy and Memory Efficient Bitonic Sorting on FPGA, ACM/SIGDA International Symposium on Field Programmable Gate Arrays (FPGA), 2015
- 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
- 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
- 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
- Shang, Chao; Panangadan, Anand; Prasanna, Viktor K., Event Extraction from Unstructured Text Data, 26th International Conference on Database and Expert Systems Applications (DEXA), 2015
- 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
- Aman, Saima; Chelmis, Charalampos; Prasanna, Viktor K., Influence-driven Model for Time Series Prediction from Partial Observations, AAAI Workshop on Computational Sustainability, 2015
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- Sanny, Andrea; Yang, Yi-Hua E.; Prasanna, Viktor K., Energy-Efficient Histogram on FPGA, IEEE International Conference on Reconfigurable Computing and FPGAs (ReConfig), 2014
- 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
- 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
- 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
- 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
- Chen, Ren; Prasanna, Viktor K., Algorithmic Optimizations for Energy-efficient Throughput-oriented FFT architecture, 5th International Green Computing Conference (IGCC), 2014
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- Harris, Greg; Panangadan, Anand; Prasanna, Viktor K., Interactive Query Refinement for Boolean Search, Semantic Analysis of Documents Workshop (SemADoc), 2014
- 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
- Sanny, Andrea; Prasanna, Viktor K., Energy-Efficient Histogram Equalization on FPGA, IEEE 18th International Conference on High Performance Extreme Computing (HPEC), 2014
- 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
- 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
- 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
- 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
- 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
- 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
- Zhang, Yinuo; Panangadan, Anand; Prasanna, Viktor K., UFOM: Unified Fuzzy Ontology Matching, IEEE International Conference on Information Reuse and Integration (IRI), 2014
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- Chelmis, Charalampos; Srivastava, Ajitesh; Prasanna, Viktor K., Computational Models of Technology Adoption at the Workplace, Social Network Analysis and Mining, 2014
- 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
- 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
- Chelmis, Charalampos; Srivastava, Ajitesh; Prasanna, Viktor K, Computational models of technology adoption at the workplace, Social Network Analysis and Mining, 2014
- 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
- Sanny, Andrea; Prasanna, Viktor K., Energy-Efficient Median Filter on FPGA, IEEE International Conference on ReConFigurable Computing and FPGAs (ReConFig), 2013
- Tong, Da; Prasanna, Viktor K., Online heavy hitter detector on FPGA, IEEE International Conference on Reconfigurable Computing and FPGAs (ReConFig), 2013
- Matam, Kiran Kumar; Prasanna, Viktor K., Energy-Efficient Large-Scale Matrix Multiplication on FPGAs, IEEE International Conference on ReConFigurable Computing and FPGAs (ReConFig), 2013
- Chen, Ren; Prasanna, Viktor K., Energy-Efficient Architecture for Stride Permutation on Streaming Data, IEEE International Conference on ReConFigurable Computing and FPGAs (ReConFig), 2013
- Haria, Swapnil; Prasanna, Viktor K., Optimal mapping of multiple packet lookup schemes onto FPGA, IEEE International Conference on ReConFigurable Computing and FPGAs (ReConFig), 2013
- Ganegedara, Thilan; Prasanna, Viktor K., 100+ Gbps IPv6 Packet Forwarding on Multi-Core Platforms, IEEE Global Communications Conference (GLOBECOM), 2013
- 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
- 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
- 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
- Zhou, Shijie; Qu, Yun; Prasanna, Viktor K., Multi-core Implementation of Decomposition-based Packet Classification Algorithms, International Conference on Parallel Computing Techniques (PaCT), 2013
- Chen, Ren; Park, Neungsoo; Prasanna, Viktor K., High Throughput Energy Efficient Parallel FFT Architecture on FPGAs, IEEE High Performance Extreme Computing Conference (HPEC), 2013
- 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
- Tong, Da; Prasanna, Viktor K., Dynamically configurable online statistical flow feature extractor on FPGA, IEEE International Conference on High Performance Extreme Computing (HPEC), 2013
- 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
- Chen, Ren; Le, Hoang; Prasanna, Viktor K., Energy Efficient Parameterized FFT Architecture, IEEE International Conference on Field Programmable Logic and Applications (FPL), 2013
- 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
- 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
- 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
- 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
- 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
- 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
- Qu, Yun; Prasanna, Viktor K., Fast Dynamically Updatable Packet Classifier on FPGA, International Conference on Field Programmable Logic and Applications (FPL), 2013
- Matam, Kiran Kumar; Prasanna, Viktor K., Algorithm Design Methodology for Embedded Architectures, International Symposium on Applied Reconfigurable Computing (ARC), 2013
- 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
- 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
- Qu, Yun; Prasanna, Viktor K., High-performance Pipelined Architecture for Tree-based IP lookup Engine on FPGA, Reconfigurable Architectures Workshop (RAW), 2013
- Sanny, Andrea; Ganegedara, Thilan; Prasanna, Viktor K., A Comparison of Ruleset Feature Independent Packet Classification Engines on FPGA, Reconfigurable Architectures Workshop (RAW), 2013
- Chelmis, Charalampos; Prasanna, Viktor K., Social Link Prediction in Online Social Tagging Systems, ACM Transactions on Information Systems, 2013
- Chelmis, Charalampos; Prasanna, Viktor K., An Empirical Analysis of Microblogging Behavior in the Enterprise, Social Networking Analysis and Mining, Springer Wien, 2013
- Aman, Saima; Simmhan, Yogesh; Prasanna, Viktor K., Energy Management Systems: State of the Art and Emerging Trends, IEEE Communications Magazine, 2013
- 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
- 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
- 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
- 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
- Chelmis, Charalampos; Sorathia, Vikram; Prasanna, Viktor K., Enterprise Knowledge Preservation and Management, Collaborative Processes and Decision Making in Organizations, IGI Global, 2013
- Chen, Na; Prasanna, Viktor K., A Bag-of-semantics Model for Image Clustering, Visual Computer Journal, 2013
- 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
- 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
- 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
- Wu, Hao; Sorathia, Vikram; Prasanna, Viktor K., Predict Whom One Will Follow: Followee Recommendation in Microblogs, ASE International Conference on Social Informatics (SocialInfo), 2012
- Haria, Swapnil; Ganegedara, Thilan; Prasanna, Viktor K., Power Efficient and Scalable Virtual Routers on FPGA, International Conference on ReConFigurable Computing and FPGAs (ReConFig), 2012
- Chen, Na; Prasanna, Viktor K., Semantic Image Clustering Using Object Relation Network, Computational Visual Media Conference, 2012
- 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
- 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
- Chelmis, Charalampos; Prasanna, Viktor K., Predicting Communication Intention in Social Networks, ASE/IEEE International Conference on Social Computing (SocialCom), 2012
- Jiang, Weirong; Prasanna, Viktor K., Scalable Packet Classification on FPGA, IEEE Transactions on Very Large Scale Integration Systems (TVLSI), 2012
- 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
- 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
- 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
- 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
- Le, Hoang; Prasanna, Viktor K., Scalable Tree-based Architectures for IPv4/v6 Lookup Using Prefix Partitioning, IEEE Transactions on Computers, 2012
- Xia, Yinglong; Prasanna, Viktor K., Distributed Evidence Propagation in Junction Trees on Clusters, IEEE Transactions on Parallel and Distributed Systems (TPDS), 2012
- Yang, Yi-Hua E.; Prasanna, Viktor K., High-Performance and Compact Architecture for Regular Expression Matching on FPGA, IEEE Transactions on Computers, 2012
- 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
- Yin, Wei; Simmhan, Yogesh; Prasanna, Viktor K., Scalable Regression Tree Learning on Hadoop using OpenPlanet, International Workshop on MapReduce and its Applications (MAPREDUCE), 2012
- Ganegedara, Thilan; Prasanna, Viktor K., StrideBV: Single Chip 400G+ Packet Classification, 13th International Conference on High Performance Switching and Routing (HPSR), 2012
- Zhao, Jing; Simmhan, Yogesh; Prasanna, Viktor K., Presenting Apropos Provenance for Situation Awareness and Forensics, International Proveanance and Annotation Workshop, 2012
- 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
- Kumbhare, Alok; Simmhan, Yogesh; Prasanna, Viktor K., Cryptonite: A Secure and Performant Data Repository on Public Clouds, International Cloud Computing Conference (CLOUD), 2012
- 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
- 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
- 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
- Ganegedara, Thilan; Prasanna, Viktor K., FPGA-based Router Virtualization: A Power Perspective, 19th Reconfigurable Architectures Workshop (RAW ), 2012
- 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
- Chen, Na; Zhou, Qian-Yi; Prasanna, Viktor K., Understanding Web Images by Object Relation Network, 21th international conference on World Wide Web, 2012
- 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
- Zhao, Jing; Chelmis, Charalampos; Sorathia, Vikram; Prasanna, Viktor K.; Goel, Abhay, Recovering Linkage Between Seismic Images and Velocity Models, SPE Western Regional Meeting, 2012
- Le, Hoang; Prasanna, Viktor K., A Memory-Efficient and Modular Approach for Large-Scale String Pattern Matching, IEEE Transactions on Computers, 2012
- Wu, Hao; Sorathia, Vikram; Prasanna, Viktor K., When Diversity Meets Specialty: Friend Recommendation in Online Social Networks, ASE Human Journal, 2012
- Jiang, Weirong; Prasanna, Viktor K., Data Structure Optimization for Power-Efficient IP Lookup Architectures, IEEE Transactions on Computers, 2012
- 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
- Chen, Na; Prasanna, Viktor K., Learning to Rank Complex Semantic Relationships, International Journal on Semantic Web and Information Systems, 2012
- Ganguly, Niloy; Ghosh, Saptarshi; Krueger, Tyll; Srivastava, Ajitesh, Degree distributions of evolving alphabetic bipartite networks and their projections, Theoretical Computer Science, 2012
- Ghosh, Saptarshi; Srivastava, Ajitesh; Ganguly, Niloy, Effects of a soft cut-off on node-degree in the Twitter social network, Computer Communications, 2012
- Srivastava, Ajitesh; Mohapatra, Pritish; Mandal, AS, Efficient application of Gabor filters with nonlinear support vector machines, 2012 International Conference on Computing Sciences, 2012
- 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
- Sun, Lu; Le, Hoang; Prasanna, Viktor K., Optimizing Decomposition-based Packet Classification Implementation on FPGAs, International Conference on ReConFigurable Computing and FPGAs (ReConFig), 2011
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- Ganegedara, Thilan; Jiang, Weirong; Prasanna, Viktor K., Multiroot: Towards Memory-Efficient Router Virtualization, IEEE International Conference on Communications (ICC ’11), 2011
- 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
- Xia, Yinglong; Prasanna, Viktor K., Self-adaptive Evidence Propagation on Manycore Processors, Workshop on Parallel and Distributed Scientific and Engineering Computing (PDSEC ’11), 2011
- 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
- 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
- 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
- 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
- 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
- Simmhan, Yogesh; Zhou, Qunzhi; Prasanna, Viktor K., Chapter: Semantic Information Integration for Smart Grid Applications, Green IT: Technologies and Applications, Springer, 2011
- 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
- Xia, Yinglong; Prasanna, Viktor K., Scheduling DAG Structured Computations, Multi- and Many-Core Technologies: Architecture, Programming, Algorithms, & Applications, Chapman & Hall / CRC, 2011
- Xia, Yinglong; Prasanna, Viktor K., Parallel Evidence Propagation on Multicore Processors, Journal of Supercomputing, 2011
- Jiang, Weirong; Prasanna, Viktor K., Energy-Efficient Parallel Packet Forwarding, Green IT: Technologies and Applications, Springer, 2011
- Jiang, Weirong; Prasanna, Viktor K., Energy Efficient Internet Infrastructure, Energy Efficient Distributed Computing Systems, Wiley, 2011
- 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
- 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
- Le, Hoang; Prasanna, Viktor K., High-Throughput IP-Lookup Supporting Dynamic Routing Tables using FPGA, International Conference on Field-Programmable Technology (FPT ’10), 2010
- 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
- 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
- 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
- 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
- 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
- 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
- Jeon, Hyeran; Xia, Yinglong; Prasanna, Viktor K., Parallel Exact Inference on a CPU-GPGPU Heterogeneous System, International Conference on Parallel Processing (ICPP ’10), 2010
- Zhao, Jing; Chen, Na; Gomadam, Karthik; Prasanna, Viktor K., Integrating Provenance Information in Reservoir Engineering, IEEE/WIC/ACM International Conference on Web Intelligence, 2010
- 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
- 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
- Pathak, Animesh; Prasanna, Viktor K., Energy-Efficient Task Mapping for Data-driven Sensor Network Macroprogramming, IEEE Transactions on Computers, 2010
- 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
- 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
- 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
- Xia, Yinglong; Prasanna, Viktor K., Collaborative Scheduling of DAG Structured Computations on Multicore Processors, ACM Computing Frontiers (CF ’10), 2010
- 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
- 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
- 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
- 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
- Jiang, Weirong; Prasanna, Viktor K., Towards Practical Architectures for SRAM-based Pipeline Lookup Engines, 29th Conference on Computer Communications (INFOCOM ’10), 2010
- 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
- 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
- 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
- Xia, Yinglong; Prasanna, Viktor K., Scalable Node Level Computation Kernels for Parallel Exact Inference, IEEE Transactions on Computers, 2010
- 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
- Xia, Yinglong; Prasanna, Viktor K., Parallel Exact Inference on the Cell Broadband Engine Processor, Journal of Parallel and Distributed Computing, 2010
- 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
- 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
- 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
- Jiang, Weirong; Prasanna, Viktor K., Energy-Efficient Multi-Pipeline Architecture for Terabit Packet Classification, the IEEE Global Communications Conference (Globecom ’09), 2009
- 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
- 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
- Jiang, Weirong; Prasanna, Viktor K., Reducing Dynamic Power Dissipation in Pipelined Forwarding Engines, 27th IEEE International Conference on Computer Design (ICCD ’09), 2009
- 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
- Jiang, Weirong; Prasanna, Viktor K., Sequence-Preserving Parallel IP Lookup using Multiple SRAM-based Pipelines, Journal of Parallel and Distributed Computing, 2009
- Jiang, Weirong; Prasanna, Viktor K., Scalable Packet Classification: Cutting or Merging?, 18th IEEE International Conference on Computer Communications and Networks (ICCCN ’09), 2009
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- Yang, Yi-Hua E.; Prasanna, Viktor K., Software Toolchain for Large-Scale RE-NFA Construction on FPGA, International Journal of Reconfigurable Computing, 2009
- 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
- Zhuo, Ling; Prasanna, Viktor K., Scalable Hybrid Designs for Linear Algebra on Reconfigurable Computing Systems, IEEE Transactions on Computers, 2008
- 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
- 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
- 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
- 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
- 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
- Soma, Ramakrishna; Prasanna, Viktor K., Parallel Inferencing for OWL Knowledge Bases, 37th International Conference on Parallel Processing (ICPP ’08), 2008
- 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
- Zhuo, Ling; Prasanna, Viktor K., High-Performance Designs for Linear Algebra Operations on Reconfigurable Hardware, IEEE Transactions on Computers, 2008
- 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
- 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
- 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
- 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
- Jiang, Weirong; Prasanna, Viktor K., Multi-Terabit IP Lookup Using Parallel Bidirectional Pipelines, Computing Frontier (CF), 2008
- Bakshi, Amol; Prasanna, Viktor K.; Reich, J.; Larner, D., Architecture-Independent Programming for Wireless Sensor Networks, Wiley-Interscience, 2008
- Jiang, Weirong; Prasanna, Viktor K., Parallel IP Lookup using Multiple SRAM-based Pipelines, IEEE International Parallel & Distributed Processing Symposium (IPDPS ’08), 2008
- 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
- Xia, Yinglong; Prasanna, Viktor K., Junction Tree Decomposition for Parallel Exact Inference, IEEE International Parallel & Distributed Processing Symposium (IPDPS ’08), 2008
- Jiang, Weirong; Wang, Qingbo; Prasanna, Viktor K., Beyond TCAMs: An SRAM-based Multi-Pipeline Architecture for Terabit IP Lookup, IEEE InfoCom, 2008
- 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
- 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
- Yu, Yang; Krishnamachari, Bhaskar; Prasanna, Viktor K., Data Gathering with Tunable Compression in Sensor Networks, IEEE Transactions on Parallel and Distributed Systems (TPDS), 2008
- 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
- 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
- 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
- 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
- Hong, Bo; Prasanna, Viktor K., Adaptive Allocation of Independent Tasks to Maximize Throughput, IEEE Transactions on Parallel and Distributed Systems, 2007
- 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
- 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
- Xia, Yinglong; Prasanna, Viktor K., Parallel Exact Inference, 11th International Conference on Parallel Computing (ParCo ’07), 2007
- Zhuo, Ling; Prasanna, Viktor K., Optimizing Matrix Multiplication on Heterogeneous Reconfigurable Systems, 11th International Conference on Parallel Computing (ParCo ’07), 2007
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- Morris, G. R.; Prasanna, Viktor K., Sparse matrix computations on reconfigurable hardware, Computer, 2007
- 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
- Veeravalli, B.; Prasanna, Viktor K., Fault-Tolerant Analysis for Multiple Servers Movie Retrieval Strategy for Distributed Multimedia Applications, Multimedia Tools and Applications, 2007
- 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
- Scrofano, R.; Prasanna, Viktor K., Preliminary Investigation of Advanced Electrostatics in Molecular Dynamics on Reconfigurable Computers, SuperComputing, 2006
- Yu, Yang; Prasanna, Viktor K.; Krishnamachari, Bhaskar, Energy Minimization for Real-Time Data Gathering in Wireless Sensor Networks, IEEE Transactions on Wireless Communications, 2006
- Yu, Yang; Prasanna, Viktor K., Exploring Energy-Latency Tradeoffs for Data Gathering in Wireless Sensor Networks, IEEE Transactions on Wireless Communications, 2006
- Baker, Zachary K.; Prasanna, Viktor K., Automatic Synthesis of Efficient Intrusion Detection Systems on FPGAs, IEEE Transactions on Dependable and Secure Computing, 2006
- 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
- 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
- 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
- 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
- Zhuo, Ling; Prasanna, Viktor K., High-Performance and Parameterized Matrix Factorization on FPGAs, 16th International Conferenceon Field Programmable Logic and Applications, 2006
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- Kwatra, A.; Singh, M.; Prasanna, Viktor K., Accelerating DTI Tractography using FPGAs, the 13th ReconfigurableArchitecture Workshop at IPDPS (RAW ’06), 2006
- Hong, Bo; Prasanna, Viktor K., Maximum Lifetime Data Sensing and Extraction in Energy Constrained Networked Sensor, Journal of Parallel and Distributed Computing, 2006
- 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
- 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
- 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
- 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
- Zhuo, Ling; Prasanna, Viktor K., High Performance Linear Algebra Operations on Reconfigurable Systems, Proceedings of SuperComputing, 2005
- Jang, Ju-wook; Choi, Seonil; Prasanna, Viktor K., Energy-Efficient Matrix Multiplication on FPGAs, IEEE Transactions on VLSI (TVLSI), 2005
- 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
- Baker, Zachary K.; Prasanna, Viktor K., Computationally-efficient Engine for Flexible Intrusion Detection, IEEE Transactions on VLSI, 2005
- 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
- Ou, Jingzhao; Prasanna, Viktor K., Arithmetic-Level Instruction Based Energy Estimation for FPGA based Soft Processors, Journal of Low Power Electronics (JOLPE), 2005
- Zhuo, Ling; Prasanna, Viktor K., Design Tradeoffs for BLAS Operations on Reconfigurable Hardware, International Conference on Parallel Processing, 2005
- 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
- Ou, Jingzhao; Prasanna, Viktor K., Time And Energy Efficient Viterbi Decoding Using FPGAs, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2005
- 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
- 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
- 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
- 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
- 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
- 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
- Zhuo, Ling; Prasanna, Viktor K., Sparse Matrix-Vector Multiplication on FPGAs, 13th ACM International Symposium on Field-Programmable Gate Arrays, 2005
- 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
- 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
- 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
- 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
- Gertphol, Sethavidh; Prasanna, Viktor K., MIP Formulations for Robust Resource Allocation in Dynamic Real-Time Systems, Journal of Systems and Software, 2005
- Hong, Bo; Prasanna, Viktor K., Maximum Data Gathering in Networked Sensor Systems, International Journal of Distributed Sensor Networks, 2005
- Baker, Zachary K.; Prasanna, Viktor K., Hardware Accelerated Apriori Algorithm for Data Mining, The6th Los Alamos Computer Science Institute Symposium (LACSI ’05), 2005
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- Mohanty, Sumit; Prasanna, Viktor K., Energy Efficient Application Design using FPGAs, FPGA and Programmable Logic Journal, 2004
- 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
- Ou, Jingzhao; Prasanna, Viktor K., Rapid Energy Estimation of Computations on FPGA based Soft Processors, IEEE International SoC Conference (SOCC), 2004
- Park, Joon-Sang; Penner, Michael; Prasanna, Viktor K., Optimizing Graph Algorithms for Improved Cache Performance, IEEE Transactions on Parallel and Distributed Systems, 2004
- Baker, Zachary K.; Prasanna, Viktor K., Automated Incremental Design of Flexible Intrusion Detection Systems on FPGAs, Annual High Performance Embedded Computing Workshop (HPEC), 2004
- 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
- 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
- Bakshi, Amol; Prasanna, Viktor K., Algorithm Design and Synthesis for Wireless Sensor Networks, 3rd International Conference on Parallel Processing (ICPP), 2004
- Singh, Mitali; Bakshi, Amol; Prasanna, Viktor K., Constructing Topographic Maps in Networked Sensor Systems, Workshop on AlgorithmS for Wireless and mobile Networks (ASWAN), 2004
- 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
- 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
- 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
- Dandalis, Andreas; Prasanna, Viktor K., An Adaptive Cryptographic Engine for Internet Protocol Security Architectures, ACM Transactions on Design Automation of Electronic Systems (TODAES), 2004
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- Mohanty, Sumit; Prasanna, Viktor K., Design of High-Performance Embedded System using Model Integrated Computing, 2nd RTAS Workshop on Model-Driven Embedded Systems, 2004
- 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
- Mohanty, Sumit; Prasanna, Viktor K., Duty Cycle Aware Application Design using FPGAs, IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM), 2004
- 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
- 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
- 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
- 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
- Zhuo, Ling; Prasanna, Viktor K., Scalable and Modular Algorithms for Floating-Point Matrix Multiplication on FPGAs, International Parallel and Distributed Processing Symposium (IPDPS), 2004
- Yu, Yang; Krishnamachari, Bhaskar; Prasanna, Viktor K., Energy-Latency Tradeoffs for Data Gathering in Wireless Sensor Networks, IEEE InfoCom, 2004
- 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
- Bakshi, Amol; Prasanna, Viktor K., Structured Communication in Single-hop Sensor Networks, 1st European Workshop on Wireless Sensor Networks (EWSN), 2004
- 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
- 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
- Park, Neungsoo; Prasanna, Viktor K., Dynamic Data Layouts for Cache-conscious Implementation of Signal Transforms, IEEE Transactions on Signal Processing, 2004
- Yu, Yang; Prasanna, Viktor K., Energy-Efficient Multi-Hop Packet Transmission using Modulation Scaling in Wireless Sensor Networks, IEEE Global Communications Conference (GlobeCom), 2003
- 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
- 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
- Hong, Bo; Prasanna, Viktor K., Bandwidth-Aware Resource Allocation for Heterogeneous Computing Systems to Maximize Throughput, International Conference on Parallel Processing (ICPP), 2003
- 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
- Choi, Seonil; Prasanna, Viktor K., Time and Energy Efficient Matrix Factorization, 13th International Conference on Field Programmable Logic and Applications (FPL ), 2003
- 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
- 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
- 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
- Mohanty, Sumit; Prasanna, Viktor K., An Algorithm Designer’s Workbench for Platform FPGAs, 13th International Conference on Field Programmable Logic and Applications (FPL ), 2003
- 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
- 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
- Park, Neungsoo; Hong, Bo; Prasanna, Viktor K., Tiling, Block Data Layout, and Memory Hierarchy Performance, IEEE Transactions on Parallel and Distributed Systems, 2003
- 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
- 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
- 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
- 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
- Singh, Mitali; Prasanna, Viktor K., Algorithmic Techniques for Memory Energy Reduction, Workshop for Experimental Algorithms (WEA), 2003
- 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
- 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
- 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
- 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
- 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
- Bhat, Prashanth; Raghavendra, Cauligi S.; Prasanna, Viktor K., Efficient Collective Communication in Distributed Heterogeneous Systems, Journal of Parallel and Distributed Computing, 2003
- 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
- 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
- Hong, Bo; Prasanna, Viktor K., Adaptive Matrix Multiplication in Heterogeneous Environments, International Conference on Parallel and Distributed Systems, 2002
- 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
- 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
- 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
- Wang, Xi; Prasanna, Viktor K., Application Directed Explicit Management for Advanced Cache Architectures, Technical Report, Department of Electrical Engineering, University of Southern California, 2002
- 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
- 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
- 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
- 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
- Sidhu, Reetinder; Prasanna, Viktor K., Efficient Metacomputation using Self-Reconfiguration, 12th International Conference on Field Programmable Logic and Applications (FPL), 2002
- Baker, Zachary K.; Prasanna, Viktor K., Performance Modeling and Interpretive Simulation of PIM Architectures and Applications, Euro-Par, 2002
- Park, Neungsoo; Hong, Bo; Prasanna, Viktor K., Analysis of Memory Hierarchy Performance of Block Data Layout, International Conference on Parallel Processing (ICPP ), 2002
- Bondalapati, Kiran; Prasanna, Viktor K., Reconfigurable Computing Systems, Proceedings of the IEEE, 2002
- 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
- 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
- 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
- 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
- Park, Neungsoo; Hong, Bo; Prasanna, Viktor K., Cache Performance Analysis for Block Size Selection in the ATLAS Library, HPCMO User Group Conference, 2002
- 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
- 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
- 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
- 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
- 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
- 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
- Suh, Jinwoo; Prasanna, Viktor K., An Efficient Algorithm for Out-of-Core Matrix Transposition, IEEE Transactions on Computers, 2002
- Penner, Michael; Prasanna, Viktor K., Cache Friendly Implementations of Transitive Closure, Proceedings of International Conference on Parallel Architectures and Compilation Techniques, 2001
- Mathur, Vaibhav; Prasanna, Viktor K., Hierarchical Simulation Framework for Application Development on System-on-Chip Architectures, IEEE International ASIC-SOC Conference, 2001
- 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
- Dandalis, Andreas; Prasanna, Viktor K., Signal Processing using Reconfigurable System-on-Chip Platforms, International Conference on Engineering of Reconfigurable Systems and Algorithms, 2001
- 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
- Park, Neungsoo; Prasanna, Viktor K., Cache Conscious Walsh-Hadamard Transform, 26th International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2001
- 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
- Sidhu, Reetinder; Prasanna, Viktor K., Fast Regular Expression Matching using FPGAs, IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM ), 2001
- 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
- Dandalis, Andreas; Prasanna, Viktor K., Configuration Compression for FPGA-based Embedded Systems, ACM International Symposium on Field-Programmable Gate Arrays, 2001
- Lee, Myungho; Liu, Wenheng; Prasanna, Viktor K., Parallel Implementation of a Class of Adaptive Signal Processing Applications, Algorithmica, 2001
- Bhat, Prashanth; Raghavendra, Cauligi S.; Prasanna, Viktor K., Block-Cyclic Redistribution over Heterogeneous Networks, Cluster Computing, 2000
- Dandalis, Andreas; Prasanna, Viktor K., FPGA-based Cryptography for Internet Security, Online Symposium for Electronic Engineers, 2000
- Sidhu, Reetinder; Wadhwa, Sameer; Mei, Alessandro; Prasanna, Viktor K., A Self-Reconfigurable Gate Array Architecture, International Conference on Field Programmable Logic and Applications, 2000
- 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
- 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
- Bondalapati, Kiran; Prasanna, Viktor K., Loop Pipelining and Optimization for Run Time Reconfiguration, Reconfigurable Architectures Workshop, 2000
- 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
- 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
- Park, Neungsoo; Liu, Wenheng; Prasanna, Viktor K.; Raghavendra, Cauligi S., Efficient Matrix Multiplication Using Cache Conscious Data Layouts, HPCMO User Group Conference, 2000
- 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
- Sidhu, Reetinder P.; Mei, Alessandro; Prasanna, Viktor K., Genetic Programming using Self-Reconfigurable FPGAs, International Workshop on Field Programmable Logic and Applications, 1999
- 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
- Bondalapati, Kiran; Prasanna, Viktor K., Dynamic Precision Management for Loop Computations on Reconfigurable Architectures, IEEE Symposium on Field-Programming Custom Computing Machines (FCCM), 1999
- Dandalis, Andreas; Mei, Alessandro; Prasanna, Viktor K., Domain Specific Mapping for Solving Graph Problems on Reconfigurable Devices, Reconfigurable Architectures Workshop (RAW ’99), 1999
- Alhusaini, Ammar; Prasanna, Viktor K.; Raghavendra, Cauligi S., A Unified Resource Scheduling Framework for Heterogeneous Computing Environments, 8th Heterogeneous Computing Workshop (HCW ’99), 1999
- Sidhu, Reetinder P.; Mei, Alessandro; Prasanna, Viktor K., String Matching on Multicontext FPGAs using Self-Reconfiguration, International Symposium on Field-Programmable Gate Arrays, 1999
- Lim, Young Won; Bhat, Prashanth B.; Prasanna, Viktor K., Efficient Algorithms for Block Cyclic Redistribution of Arrays, Algorithmica, 1999
- Bae, Jongwoo; Prasanna, Viktor K., Synthesis of Area-Efficient and High-Throughput Rate Data Format Converters, IEEE Transactions on VLSI Systems, 1998
- 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
- Bondalapati, Kiran; Prasanna, Viktor K., Mapping Loops onto Reconfigurable Architectures, 8th International Workshop on Field Programmable Logic and Applications, 1998
- Liu, Wenheng; Prasanna, Viktor K., Designing Application Software for Embedded Signal Processing, IEEE Signal Processing, 1998
- Lim, Yong Won; Park, Neungsoo; Prasanna, Viktor K., Efficient Algorithms for Multi-dimensional Block-Cyclic Redistribution of Arrays, ICPP `98, 1998
- Bhat, Prashanth B.; Prasanna, Viktor K.; Raghavendra, Cauligi S., Adaptive Communication Algorithms for Distributed Heterogeneous Systems, International Symposium on High Performance Distributed Computing, 1998
- 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
- Chung, Yongwha; Prasanna, Viktor K., Parallelizing Image Feature Extraction on Coarse-Grain Machines, IEEE Transactions on PAMI, 1998
- 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
- 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
- Dandalis, Andreas; Prasanna, Viktor K., Fast Parallel Implementation of DFT using Configurable Devices, International Workshop on Field Programming Logic and Applications, 1997
- Jang, Ju-wook; Park, Heonchul; Prasanna, Viktor K., An optimal Multiplication Algorithm on Reconfigurable Mesh, IEEE Transactions on Parallel and Distributed Systems (TPDS), 1997
- Bondalapati, Kiran; Prasanna, Viktor K., Reconfigurable Meshes: Theory and Practice, Reconfigurable Architectures Workshop, International Parallel Processing Symposium, 1997
- Lee, Myungho; Prasanna, Viktor K., High Throughput-Rate Parallel Algorithms for Space Time Adaptive Processing, 2nd International Workshop on Embedded Systems and Applications, 1997
- 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
- 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
- Chung, Yongwha; Prasanna, Viktor K.; Wang, Cho-Li, Parallel Algorithms for Linear Approximation on Distributed Memory Machines, DARPA Image Understanding Workshop, 1996
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