Sanmukh R. Kuppannagari

44 papers A* 1A 3B 3C 4Misc 6Journal 6Unranked 21

Year	Rank	Type	Title / Venue / Authors
2023	Misc	`conf`	PARAG: PIM Architecture for Real-Time Acceleration of GCNs. HiPC Gian Singh, Sanmukh R. Kuppannagari, Sarma B. K. Vrudhula
2022	—	`conf`	Bandwidth Efficient Homomorphic Encrypted Matrix Vector Multiplication Accelerator on FPGA. FPT Yang Yang, Sanmukh R. Kuppannagari, Rajgopal Kannan, Viktor K. Prasanna
2022	C	`conf`	Estimating the Impact of Communication Schemes for Distributed Graph Processing. ISPDC Tian Ye, Sanmukh R. Kuppannagari, César A. F. De Rose, Sasindu Wijeratne, Rajgopal Kannan, Viktor K. Prasanna
2022	Misc	`conf`	FPGA Accelerator for Homomorphic Encrypted Sparse Convolutional Neural Network Inference. FCCM Yang Yang, Sanmukh R. Kuppannagari, Rajgopal Kannan, Viktor K. Prasanna
2022	Misc	`conf`	Input Feature Pruning for Accelerating GNN Inference on Heterogeneous Platforms. HIPC Jason Yik, Sanmukh R. Kuppannagari, Hanqing Zeng, Viktor K. Prasanna
2022	—	`conf`	NTTGen: a framework for generating low latency NTT implementations on FPGA. CF Yang Yang, Sanmukh R. Kuppannagari, Rajgopal Kannan, Viktor K. Prasanna
2022	J	`jnl`	PPOAccel: A High-Throughput Acceleration Framework for Proximal Policy Optimization. IEEE Trans. Parallel Distributed Syst. Yuan Meng, Sanmukh R. Kuppannagari, Rajgopal Kannan, Viktor K. Prasanna
2021	J	`jnl`	A High Throughput Parallel Hash Table on FPGA using XOR-based Memory. CoRR Ruizhi Zhang, Sasindu Wijeratne, Yang Yang, Sanmukh R. Kuppannagari, Viktor K. Prasanna
2021	C	`conf`	BRAC+: Improved Behavior Regularized Actor Critic for Offline Reinforcement Learning. ACML Chi Zhang, Sanmukh R. Kuppannagari, Viktor K. Prasanna
2021	A	`conf`	DYNAMAP: Dynamic Algorithm Mapping Framework for Low Latency CNN Inference. FPGA Yuan Meng, Sanmukh R. Kuppannagari, Rajgopal Kannan, Viktor K. Prasanna
2021	—	`conf`	Efficient Neighbor-Sampling-based GNN Training on CPU-FPGA Heterogeneous Platform. HPEC Bingyi Zhang, Sanmukh R. Kuppannagari, Rajgopal Kannan, Viktor K. Prasanna
2021	B	`conf`	FGYM: Toolkit for Benchmarking FPGA based Reinforcement Learning Algorithms. FPL Nathaniel Peura, Yuan Meng, Sanmukh R. Kuppannagari, Viktor K. Prasanna
2021	C	`conf`	FPGA Acceleration of Number Theoretic Transform. ISC Tian Ye, Yang Yang, Sanmukh R. Kuppannagari, Rajgopal Kannan, Viktor K. Prasanna
2021	Misc	`conf`	How to Avoid Zero-Spacing in Fractionally-Strided Convolution? A Hardware-Algorithm Co-Design Methodology. HiPC Yuan Meng, Sanmukh R. Kuppannagari, Rajgopal Kannan, Viktor K. Prasanna
2021	—	`conf`	Leveraging Spatial Information in Smart Grids using STGCN for Short-Term Load Forecasting. IC3 Chung Ming Cheung, Sanmukh R. Kuppannagari, Rajgopal Kannan, Viktor K. Prasanna
2021	B	`conf`	Performance Modeling and FPGA Acceleration of Homomorphic Encrypted Convolution. FPL Tian Ye, Sanmukh R. Kuppannagari, Rajgopal Kannan, Viktor K. Prasanna
2021	—	`conf`	Spatio-Temporal Missing Data Imputation for Smart Power Grids. e-Energy Sanmukh R. Kuppannagari, Yao Fu, Chung Ming Cheung, Viktor K. Prasanna
2020	—	`conf`	A High Throughput Parallel Hash Table Accelerator on HBM-enabled FPGAs. FPT Yang Yang, Sanmukh R. Kuppannagari, Viktor K. Prasanna
2020	—	`conf`	A High Throughput Parallel Hash Table on FPGA using XOR-based Memory. HPEC Ruizhi Zhang, Sasindu Wijeratne, Yang Yang, Sanmukh R. Kuppannagari, Viktor K. Prasanna
2020	Misc	`conf`	Accelerating Proximal Policy Optimization on CPU-FPGA Heterogeneous Platforms. FCCM Yuan Meng, Sanmukh R. Kuppannagari, Viktor K. Prasanna
2020	B	`conf`	Crowdsourced Edge: A Novel Networking Paradigm for the Collaborative Community. DCOSS Stéphane Kuendig, Constantinos Marios Angelopoulos, Sanmukh R. Kuppannagari, José D. P. Rolim, Viktor K. Prasanna
2020	J	`jnl`	DYNAMAP: Dynamic Algorithm Mapping Framework for Low Latency CNN Inference. CoRR Yuan Meng, Sanmukh R. Kuppannagari, Rajgopal Kannan, Viktor K. Prasanna
2020	C	`conf`	FASTHash: FPGA-Based High Throughput Parallel Hash Table. ISC Yang Yang, Sanmukh R. Kuppannagari, Ajitesh Srivastava, Rajgopal Kannan, Viktor K. Prasanna
2020	—	`conf`	How to Efficiently Train Your AI Agent? Characterizing and Evaluating Deep Reinforcement Learning on Heterogeneous Platforms. HPEC Yuan Meng, Yang Yang, Sanmukh R. Kuppannagari, Rajgopal Kannan, Viktor K. Prasanna
2020	A	`conf`	QTAccel: A Generic FPGA based Design for Q-Table based Reinforcement Learning Accelerators. FPGA Rachit Rajat, Yuan Meng, Sanmukh R. Kuppannagari, Ajitesh Srivastava, Viktor K. Prasanna, Rajgopal Kannan
2020	—	`conf`	QTAccel: A Generic FPGA based Design for Q-Table based Reinforcement Learning Accelerators. IPDPS Workshops Yuan Meng, Sanmukh R. Kuppannagari, Rachit Rajat, Ajitesh Srivastava, Rajgopal Kannan, Viktor K. Prasanna
2019	—	`conf`	A cooperative multi-agent deep reinforcement learning framework for real-time residential load scheduling. IoTDI Chi Zhang, Sanmukh R. Kuppannagari, Chuanxiu Xiong, Rajgopal Kannan, Viktor K. Prasanna
2019	—	`conf`	Approximate Scheduling of DERs with Discrete Complex Injections. e-Energy Sanmukh R. Kuppannagari, Rajgopal Kannan, Viktor K. Prasanna
2019	—	`conf`	Building HVAC Scheduling Using Reinforcement Learning via Neural Network Based Model Approximation. BuildSys Chi Zhang, Sanmukh R. Kuppannagari, Rajgopal Kannan, Viktor K. Prasanna
2019	J	`jnl`	Building HVAC Scheduling Using Reinforcement Learning via Neural Network Based Model Approximation. CoRR Chi Zhang, Sanmukh R. Kuppannagari, Rajgopal Kannan, Viktor K. Prasanna
2019	—	`conf`	Future Energy Systems Introduction. HiPC Workshops Sanmukh R. Kuppannagari, Chayan Sarkar
2019	—	`conf`	IP Cores for Graph Kernels on FPGAs. HPEC Sanmukh R. Kuppannagari, Rachit Rajat, Rajgopal Kannan, Aravind Dasu, Viktor K. Prasanna
2019	—	`conf`	Parallel Totally Induced Edge Sampling on FPGAs. PARCO Akshit Goel, Sanmukh R. Kuppannagari, Yang Yang, Ajitesh Srivastava, Viktor K. Prasanna
2018	—	`conf`	Generative Adversarial Network for Synthetic Time Series Data Generation in Smart Grids. SmartGridComm Chi Zhang, Sanmukh R. Kuppannagari, Rajgopal Kannan, Viktor K. Prasanna
2018	—	`conf`	NO-LESS: Near optimal curtailment strategy selection for net load balancing in micro grids. ISGT Sanmukh R. Kuppannagari, Rajgopal Kannan, Viktor K. Prasanna
2018	J	`jnl`	Optimal Discrete Net-Load Balancing in Smart Grids with High PV Penetration. ACM Trans. Sens. Networks Sanmukh R. Kuppannagari, Rajgopal Kannan, Viktor K. Prasanna
2018	—	`conf`	Risk aware net load balancing in micro grids with high DER penetration. ISGT Sanmukh R. Kuppannagari, Rajgopal Kannan, Viktor K. Prasanna
2017	J	`jnl`	Optimal Net-Load Balancing in Smart Grids with High PV Penetration. CoRR Sanmukh R. Kuppannagari, Rajgopal Kannan, Viktor K. Prasanna
2017	—	`conf`	Optimal net-load balancing in smart grids with high PV penetration. BuildSys Sanmukh R. Kuppannagari, Rajgopal Kannan, Viktor K. Prasanna
2016	A*	`conf`	Implementation of Learning-Based Dynamic Demand Response on a Campus Micro-Grid. IJCAI Sanmukh R. Kuppannagari, Rajgopal Kannan, Charalampos Chelmis, Viktor K. Prasanna
2016	Misc	`conf`	Optimal Customer Targeting for Sustainable Demand Response in Smart Grids. ICCS Sanmukh R. Kuppannagari, Rajgopal Kannan, Charalampos Chelmis, Arash Saber Tehrani, Viktor K. Prasanna
2015	A	`conf`	Efficient Generation of Energy and Performance Pareto Front for FPGA Designs (Abstract Only). FPGA Sanmukh R. Kuppannagari, Viktor K. Prasanna
2014	—	`conf`	Energy performance of FPGAs on PERFECT suite kernels. HPEC Sanmukh R. Kuppannagari, Ren Chen, Andrea Sanny, Shreyas G. Singapura, Geoffrey Phi C. Tran, Shijie Zhou, Yusong Hu, Stephen P. Crago, Viktor K. Prasanna
2014	—	`conf`	High level performance model based design space exploration for energy-efficient designs on FPGAs. IGCC Sanmukh R. Kuppannagari, Yusong Hu, Viktor K. Prasanna