Sanmukh R. Kuppannagari

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 41

Top Topics

High Throughput

Design Space Exploration

Heterogeneous Platforms

Top Venues

Publications

Gian Singh, Sanmukh R. Kuppannagari, Sarma B. K. Vrudhula
PARAG: PIM Architecture for Real-Time Acceleration of GCNs. HiPC (2023)
Jason Yik, Sanmukh R. Kuppannagari, Hanqing Zeng, Viktor K. Prasanna
Input Feature Pruning for Accelerating GNN Inference on Heterogeneous Platforms. HIPC (2022)
Yang Yang, Sanmukh R. Kuppannagari, Rajgopal Kannan, Viktor K. Prasanna
NTTGen: a framework for generating low latency NTT implementations on FPGA. CF (2022)
Yang Yang, Sanmukh R. Kuppannagari, Rajgopal Kannan, Viktor K. Prasanna
Bandwidth Efficient Homomorphic Encrypted Matrix Vector Multiplication Accelerator on FPGA. FPT (2022)
Yuan Meng, Sanmukh R. Kuppannagari, Rajgopal Kannan, Viktor K. Prasanna
PPOAccel: A High-Throughput Acceleration Framework for Proximal Policy Optimization. IEEE Trans. Parallel Distributed Syst. 33 (9) (2022)
Yang Yang, Sanmukh R. Kuppannagari, Rajgopal Kannan, Viktor K. Prasanna
FPGA Accelerator for Homomorphic Encrypted Sparse Convolutional Neural Network Inference. FCCM (2022)
Tian Ye, Sanmukh R. Kuppannagari, César A. F. De Rose, Sasindu Wijeratne, Rajgopal Kannan, Viktor K. Prasanna
Estimating the Impact of Communication Schemes for Distributed Graph Processing. ISPDC (2022)
Sanmukh R. Kuppannagari, Yao Fu, Chung Ming Cheung, Viktor K. Prasanna
Spatio-Temporal Missing Data Imputation for Smart Power Grids. e-Energy (2021)
Yuan Meng, Sanmukh R. Kuppannagari, Rajgopal Kannan, Viktor K. Prasanna
How to Avoid Zero-Spacing in Fractionally-Strided Convolution? A Hardware-Algorithm Co-Design Methodology. HiPC (2021)
Chi Zhang, Sanmukh R. Kuppannagari, Viktor K. Prasanna
BRAC+: Improved Behavior Regularized Actor Critic for Offline Reinforcement Learning. ACML (2021)
Bingyi Zhang, Sanmukh R. Kuppannagari, Rajgopal Kannan, Viktor K. Prasanna
Efficient Neighbor-Sampling-based GNN Training on CPU-FPGA Heterogeneous Platform. HPEC (2021)
Chung Ming Cheung, Sanmukh R. Kuppannagari, Rajgopal Kannan, Viktor K. Prasanna
Leveraging Spatial Information in Smart Grids using STGCN for Short-Term Load Forecasting. IC3 (2021)
Yuan Meng, Sanmukh R. Kuppannagari, Rajgopal Kannan, Viktor K. Prasanna
DYNAMAP: Dynamic Algorithm Mapping Framework for Low Latency CNN Inference. FPGA (2021)
Nathaniel Peura, Yuan Meng, Sanmukh R. Kuppannagari, Viktor K. Prasanna
FGYM: Toolkit for Benchmarking FPGA based Reinforcement Learning Algorithms. FPL (2021)
Tian Ye, Sanmukh R. Kuppannagari, Rajgopal Kannan, Viktor K. Prasanna
Performance Modeling and FPGA Acceleration of Homomorphic Encrypted Convolution. FPL (2021)
Ruizhi Zhang, Sasindu Wijeratne, Yang Yang, Sanmukh R. Kuppannagari, Viktor K. Prasanna
A High Throughput Parallel Hash Table on FPGA using XOR-based Memory. CoRR (2021)
Tian Ye, Yang Yang, Sanmukh R. Kuppannagari, Rajgopal Kannan, Viktor K. Prasanna
FPGA Acceleration of Number Theoretic Transform. ISC (2021)
Yuan Meng, Sanmukh R. Kuppannagari, Rachit Rajat, Ajitesh Srivastava, Rajgopal Kannan, Viktor K. Prasanna
QTAccel: A Generic FPGA based Design for Q-Table based Reinforcement Learning Accelerators. IPDPS Workshops (2020)
Yang Yang, Sanmukh R. Kuppannagari, Ajitesh Srivastava, Rajgopal Kannan, Viktor K. Prasanna
FASTHash: FPGA-Based High Throughput Parallel Hash Table. ISC (2020)
Ruizhi Zhang, Sasindu Wijeratne, Yang Yang, Sanmukh R. Kuppannagari, Viktor K. Prasanna
A High Throughput Parallel Hash Table on FPGA using XOR-based Memory. HPEC (2020)
Yuan Meng, Sanmukh R. Kuppannagari, Viktor K. Prasanna
Accelerating Proximal Policy Optimization on CPU-FPGA Heterogeneous Platforms. FCCM (2020)
Rachit Rajat, Yuan Meng, Sanmukh R. Kuppannagari, Ajitesh Srivastava, Viktor K. Prasanna, Rajgopal Kannan
QTAccel: A Generic FPGA based Design for Q-Table based Reinforcement Learning Accelerators. FPGA (2020)
Yang Yang, Sanmukh R. Kuppannagari, Viktor K. Prasanna
A High Throughput Parallel Hash Table Accelerator on HBM-enabled FPGAs. FPT (2020)
Yuan Meng, Sanmukh R. Kuppannagari, Rajgopal Kannan, Viktor K. Prasanna
DYNAMAP: Dynamic Algorithm Mapping Framework for Low Latency CNN Inference. CoRR (2020)
Yuan Meng, Yang Yang, Sanmukh R. Kuppannagari, Rajgopal Kannan, Viktor K. Prasanna
How to Efficiently Train Your AI Agent? Characterizing and Evaluating Deep Reinforcement Learning on Heterogeneous Platforms. HPEC (2020)
Stéphane Kündig, Constantinos Marios Angelopoulos, Sanmukh R. Kuppannagari, José D. P. Rolim, Viktor K. Prasanna
Crowdsourced Edge: A Novel Networking Paradigm for the Collaborative Community. DCOSS (2020)
Sanmukh R. Kuppannagari, Rajgopal Kannan, Viktor K. Prasanna
Approximate Scheduling of DERs with Discrete Complex Injections. e-Energy (2019)
Chi Zhang, Sanmukh R. Kuppannagari, Rajgopal Kannan, Viktor K. Prasanna
Building HVAC Scheduling Using Reinforcement Learning via Neural Network Based Model Approximation. BuildSys@SenSys (2019)
Sanmukh R. Kuppannagari, Chayan Sarkar
Future Energy Systems Introduction. HiPC Workshops (2019)
Sanmukh R. Kuppannagari, Rachit Rajat, Rajgopal Kannan, Aravind Dasu, Viktor K. Prasanna
IP Cores for Graph Kernels on FPGAs. HPEC (2019)
Chi Zhang, Sanmukh R. Kuppannagari, Rajgopal Kannan, Viktor K. Prasanna
Building HVAC Scheduling Using Reinforcement Learning via Neural Network Based Model Approximation. CoRR (2019)
Akshit Goel, Sanmukh R. Kuppannagari, Yang Yang, Ajitesh Srivastava, Viktor K. Prasanna
Parallel Totally Induced Edge Sampling on FPGAs. PARCO (2019)
Chi Zhang, Sanmukh R. Kuppannagari, Chuanxiu Xiong, Rajgopal Kannan, Viktor K. Prasanna
A cooperative multi-agent deep reinforcement learning framework for real-time residential load scheduling. IoTDI (2019)
Sanmukh R. Kuppannagari, Rajgopal Kannan, Viktor K. Prasanna
Risk aware net load balancing in micro grids with high DER penetration. ISGT (2018)
Chi Zhang, Sanmukh R. Kuppannagari, Rajgopal Kannan, Viktor K. Prasanna
Generative Adversarial Network for Synthetic Time Series Data Generation in Smart Grids. SmartGridComm (2018)
Sanmukh R. Kuppannagari, Rajgopal Kannan, Viktor K. Prasanna
Optimal Discrete Net-Load Balancing in Smart Grids with High PV Penetration. ACM Trans. Sens. Networks 14 (3-4) (2018)
Sanmukh R. Kuppannagari, Rajgopal Kannan, Viktor K. Prasanna
NO-LESS: Near optimal curtailment strategy selection for net load balancing in micro grids. ISGT (2018)
Sanmukh R. Kuppannagari, Rajgopal Kannan, Viktor K. Prasanna
Optimal net-load balancing in smart grids with high PV penetration. BuildSys@SenSys (2017)
Sanmukh R. Kuppannagari, Rajgopal Kannan, Viktor K. Prasanna
Optimal Net-Load Balancing in Smart Grids with High PV Penetration. CoRR (2017)
Sanmukh R. Kuppannagari, Rajgopal Kannan, Charalampos Chelmis, Viktor K. Prasanna
Implementation of Learning-Based Dynamic Demand Response on a Campus Micro-Grid. IJCAI (2016)
Sanmukh R. Kuppannagari, Rajgopal Kannan, Charalampos Chelmis, Arash Saber Tehrani, Viktor K. Prasanna
Optimal Customer Targeting for Sustainable Demand Response in Smart Grids. ICCS (2016)
Sanmukh R. Kuppannagari, Viktor K. Prasanna
Efficient Generation of Energy and Performance Pareto Front for FPGA Designs (Abstract Only). FPGA (2015)
Sanmukh R. Kuppannagari, Ren Chen, Andrea Sanny, Shreyas G. Singapura, Geoffrey Phi C. Tran, Shijie Zhou, Yusong Hu, Stephen P. Crago, Viktor K. Prasanna
Energy performance of FPGAs on PERFECT suite kernels. HPEC (2014)
Sanmukh R. Kuppannagari, Yusong Hu, Viktor K. Prasanna
High level performance model based design space exploration for energy-efficient designs on FPGAs. IGCC (2014)