Publications – Viktor K. Prasanna

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

Selected Recent Publications [ Click here for a complete list]

Reconfigurable and Parallel Computing

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]

Yang, Yuxin; Zhou, Hongkuan; Kannan, Rajgopal; Prasanna, Viktor, Towards Ideal Temporal Graph Neural Networks: Evaluations and Conclusions after 10,000 GPU Hours, Proceedings of the 51st International Conference on Very Large Data Bases, 2025
Xu, Zhihan; Ye, Tian; Kannan, Rajgopal; Prasanna, Viktor FAST: FPGA Acceleration of Fully Homomorphic Encryption with Efficient Bootstrapping , The 33rd ACM/SIGDA International Symposium on Field-Programmable Gate Arrays (ISFPGA), 2025
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
Deng, Gangda; Zhou, Hongkuan; Kannan, Rajgopal; Prasanna, Viktor, Learning Personalized Scoping for Graph Neural Networks under Heterophily, arxiv, 2024
Wijeratne, Sasindu; Kannan, Rajgopal; Prasanna, Vikor, Accelerating Sparse MTTKRP for Small Tensor Decomposition on GPU, Asilomar Conference on Signals, Systems, and Computers, 2024
Jayanth, Rakshith; Gupta, Neelesh; Prasanna, Viktor, Benchmarking Edge AI Platforms for High-Performance ML Inference, 28th Annual IEEE High Performance Extreme Computing Virtual Conference, 2024
Zhang, Bingyi; Kannan, Rajgopal; Busart, Carl; Prasanna, Viktor, VisionAGILE: A Versatile Domain-specific Accelerator for Computer Vision Tasks, IEEE Transactions on Parallel and Distributed Systems, 2024
Wiggins, Samuel; Prasanna, Viktor, Accelerating Multi-Agent DDPG Training on Multi-GPU Platforms, 28th Annual IEEE High Performance Extreme Computing Virtual Conference, 2024
Wijeratne, Sasindu; Sunder, Sugeet; Kaiser, Md Abdullah-Al; Jaiswal, Akhilesh; Mathew, Clynn; P. Jacob, Ajey; Prasanna, Viktor, Predictive Performance of Photonic SRAM-based In-Memory Computing for Tensor Decomposition, 28th Annual IEEE High Performance Extreme Computing Virtual Conference, 2024, Best Student Paper Award
Wiggins, Samuel; Meng, Yuan; Iyer, Mahesh; Prasanna, Viktor, A Heterogeneous Acceleration System for Attention-Based Multi-Agent Reinforcement Learning, 2024 34th International Conference on Field-Programmable Logic and Applications (FPL), 2024
Zhang, Zuoning; Parikh, Dhruv; Zhang, Youning; Prasanna, Viktor, Benchmarking the Performance of Large Language Models on the Cerebras Wafer Scale Engine, 8th Annual IEEE High Performance Extreme Computing Virtual Conference, 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
Deng, Gangda; Zhou, Hongkuan; Zeng, Hanqing; Xia, Yinglong; Leung, Christopher; Li, Jianbo; Kannan, Rajgopal; Prasanna, Viktor, TASER: Temporal Adaptive Sampling for Fast and Accurate Dynamic Graph Representation Learning, 2024 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, The 32nd IEEE International Symposium On Field-Programmable Custom Computing Machines, 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
Wang, Xu; Ye, Tian; Kannan, Rajgopal; Prasanna, Viktor, FACTUAL: A Novel Framework for Contrastive Learning Based Robust SAR Image Classification, 2024 IEEE Radar Conference (RadarConf24), 2024
Ye, Tian; Kannan, Rajgopal; Prasanna, Viktor; Busart, Carl, Uncertainty-Aware SAR ATR: Defending Against Adversarial Attacks via Bayesian Neural Networks, 2024 IEEE Radar Conference (RadarConf24), 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
Wang, Xu; Ye, Tian; Kannan, Rajgopal; Prasanna, Viktor, Graph Contrastive Learning based Adversarial Training for SAR Image Classification, Algorithms for Synthetic Aperture Radar Imagery XXXI, 2024, 2024
Ye, Tian; Kannan, Rajgopal; Prasanna, Viktor; Wang, Xu; Busart, Carl, Uncertainty-Informed SAR Image Classification with Bayesian Neural Networks, Automatic Target Recognition XXXIV, 2024, 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, arxiv, 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
Kim, Kichul; Prasanna, Vikor K., Latin Squares and Parallel Array Access, International Symposium on Computer Architecture, 1989
Reisis, Dionisios, VLSI Arrays with reconfigurable buses, International Conference on Supercomputing, 1987
Jang, Ju-Wook; Prasanna, Vikor K., An Optimal Sorting Algorithm of Reconfigurable Mesh, Journal of Parallel and Distributed Computing
Miller, Russ; Prasanna, Viktor K.; Reisis, Dionisios; Stout, Quentin F., Meshes with Reconfigurable Buses, Advanced Research in VLSI: Proceedings of the Fifth MIT Conference, 1988