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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
1412018
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
1032019
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
292020
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
282019
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
242021
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
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
162021
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
162018
Brac+: Improved behavior regularized actor critic for offline reinforcement learning
C Zhang, S Kuppannagari, P Viktor
Asian Conference on Machine Learning, 204-219, 2021
142021
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
142020
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
132020
Optimal net-load balancing in smart grids with high PV penetration
SR Kuppannagari, R Kannan, VK Prasanna
Proceedings of the 4th ACM International Conference on Systems for Energy …, 2017
132017
Energy performance of fpgas on perfect suite kernels
SR Kuppannagari, R Chen, A Sanny, SG Singapura, GPC Tran, S Zhou, ...
2014 IEEE High Performance Extreme Computing Conference (HPEC), 1-6, 2014
132014
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
112021
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
112020
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
102022
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
102021
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
102020
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
102019
An ilp based algorithm for optimal customer selection for demand response in smartgrids
SR Kuppannagari, R Kannan, VK Prasanna
2015 International Conference on Computational Science and Computational …, 2015
102015
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