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Sanmukh Kuppannagari
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Generative adversarial network for synthetic time series data generation in smart grids
C Zhang, SR Kuppannagari, R Kannan, VK Prasanna
2018 IEEE international conference on communications, control, and computing …, 2018
2132018
Building HVAC scheduling using reinforcement learning via neural network based model approximation
C Zhang, SR Kuppannagari, R Kannan, VK Prasanna
Proceedings of the 6th ACM international conference on systems for energy …, 2019
1332019
A cooperative multi-agent deep reinforcement learning framework for real-time residential load scheduling
C Zhang, SR Kuppannagari, C Xiong, R Kannan, VK Prasanna
Proceedings of the international conference on internet of things design and …, 2019
442019
Accelerating proximal policy optimization on cpu-fpga heterogeneous platforms
Y Meng, S Kuppannagari, V Prasanna
2020 IEEE 28th Annual International Symposium on Field-Programmable Custom …, 2020
392020
Spatio-temporal missing data imputation for smart power grids
SR Kuppannagari, Y Fu, CM Chueng, VK Prasanna
Proceedings of the twelfth ACM international conference on future energy …, 2021
302021
Brac+: Improved behavior regularized actor critic for offline reinforcement learning
C Zhang, S Kuppannagari, P Viktor
Asian Conference on Machine Learning, 204-219, 2021
212021
Subset level detection of false data injection attacks in smart grids
S Binna, SR Kuppannagari, D Engel, VK Prasanna
2018 IEEE Conference on Technologies for Sustainability (SusTech), 1-7, 2018
202018
Safe building HVAC control via batch reinforcement learning
C Zhang, SR Kuppannagari, VK Prasanna
IEEE Transactions on Sustainable Computing 7 (4), 923-934, 2022
192022
Performance modeling and FPGA acceleration of homomorphic encrypted convolution
T Ye, SR Kuppannagari, R Kannan, VK Prasanna
2021 31st International Conference on Field-Programmable Logic and …, 2021
192021
DYNAMAP: Dynamic Algorithm Mapping Framework for Low Latency CNN Inference
Y Meng, S Kuppannagari, R Kannan, V Prasanna
The 2021 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays …, 2021
192021
Disaggregation of behind-the-meter solar generation in presence of energy storage resources
CM Cheung, SR Kuppannagari, R Kannan, VK Prasanna
2020 IEEE Conference on Technologies for Sustainability (SusTech), 1-7, 2020
192020
Optimal customer targeting for sustainable demand response in smart grids
SR Kuppannagari, R Kannan, C Chelmis, AS Tehrani, VK Prasanna
Procedia Computer Science 80, 324-334, 2016
182016
Nttgen: a framework for generating low latency ntt implementations on fpga
Y Yang, SR Kuppannagari, R Kannan, VK Prasanna
Proceedings of the 19th ACM International Conference on Computing Frontiers …, 2022
172022
FASTHash: FPGA-Based High Throughput Parallel Hash Table
Y Yang, SR Kuppannagari, A Srivastava, R Kannan, VK Prasanna
High Performance Computing: 35th International Conference, ISC High …, 2020
172020
Efficient neighbor-sampling-based gnn training on cpu-fpga heterogeneous platform
B Zhang, SR Kuppannagari, R Kannan, V Prasanna
2021 IEEE High Performance Extreme Computing Conference (HPEC), 1-7, 2021
162021
A high throughput parallel hash table accelerator on HBM-enabled FPGAs
Y Yang, SR Kuppannagari, VK Prasanna
2020 International Conference on Field-Programmable Technology (ICFPT), 148-153, 2020
162020
Minimizing cost of smart grid operations by scheduling mobile energy storage systems
A Srivastava, SR Kuppannagari, R Kannan, VK Prasanna
IEEE Letters of the Computer Society 2 (3), 20-23, 2019
162019
FPGA accelerator for homomorphic encrypted sparse convolutional neural network inference
Y Yang, SR Kuppannagari, R Kannan, VK Prasanna
2022 IEEE 30th Annual International Symposium on Field-Programmable Custom …, 2022
152022
FPGA acceleration of number theoretic transform
T Ye, Y Yang, SR Kuppannagari, R Kannan, VK Prasanna
High Performance Computing: 36th International Conference, ISC High …, 2021
152021
QTAccel: a generic FPGA based design for Q-table based reinforcement learning accelerators
Y Meng, S Kuppannagari, R Rajat, A Srivastava, R Kannan, V Prasanna
2020 IEEE International Parallel and Distributed Processing Symposium …, 2020
152020
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Artikelen 1–20