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ORCIDBibTeX records: Sanmukh R. Kuppannagari
@article{DBLP:journals/tsusc/CheungKSKP23,
author = {Chung Ming Cheung and
Sanmukh Rao Kuppannagari and
Ajitesh Srivastava and
Rajgopal Kannan and
Viktor K. Prasanna},
title = {Behind-the-Meter Solar Generation Disaggregation at Varying Aggregation
Levels Using Consumer Mixture Models},
journal = {{IEEE} Trans. Sustain. Comput.},
volume = {8},
number = {1},
pages = {43--55},
year = {2023},
url = {https://doi.org/10.1109/TSUSC.2022.3192456},
doi = {10.1109/TSUSC.2022.3192456},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsusc/CheungKSKP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hipc/SinghKV23,
author = {Gian Singh and
Sanmukh R. Kuppannagari and
Sarma B. K. Vrudhula},
title = {{PARAG:} {PIM} Architecture for Real-Time Acceleration of GCNs},
booktitle = {30th {IEEE} International Conference on High Performance Computing,
Data, and Analytics, HiPC 2023, Goa, India, December 18-21, 2023},
pages = {11--20},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/HiPC58850.2023.00016},
doi = {10.1109/HIPC58850.2023.00016},
timestamp = {Tue, 16 Apr 2024 13:57:14 +0200},
biburl = {https://dblp.org/rec/conf/hipc/SinghKV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/MengKKP22,
author = {Yuan Meng and
Sanmukh R. Kuppannagari and
Rajgopal Kannan and
Viktor K. Prasanna},
title = {PPOAccel: {A} High-Throughput Acceleration Framework for Proximal
Policy Optimization},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {33},
number = {9},
pages = {2066--2078},
year = {2022},
url = {https://doi.org/10.1109/TPDS.2021.3134709},
doi = {10.1109/TPDS.2021.3134709},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tpds/MengKKP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsusc/ZhangKP22,
author = {Chi Zhang and
Sanmukh Rao Kuppannagari and
Viktor K. Prasanna},
title = {Safe Building {HVAC} Control via Batch Reinforcement Learning},
journal = {{IEEE} Trans. Sustain. Comput.},
volume = {7},
number = {4},
pages = {923--934},
year = {2022},
url = {https://doi.org/10.1109/TSUSC.2022.3164084},
doi = {10.1109/TSUSC.2022.3164084},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsusc/ZhangKP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cf/0111KKP22,
author = {Yang Yang and
Sanmukh R. Kuppannagari and
Rajgopal Kannan and
Viktor K. Prasanna},
editor = {Luca Sterpone and
Andrea Bartolini and
Anastasiia Butko},
title = {NTTGen: a framework for generating low latency {NTT} implementations
on {FPGA}},
booktitle = {{CF} '22: 19th {ACM} International Conference on Computing Frontiers,
Turin, Italy, May 17 - 22, 2022},
pages = {30--39},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3528416.3530225},
doi = {10.1145/3528416.3530225},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cf/0111KKP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fccm/YangKKP22,
author = {Yang Yang and
Sanmukh R. Kuppannagari and
Rajgopal Kannan and
Viktor K. Prasanna},
title = {{FPGA} Accelerator for Homomorphic Encrypted Sparse Convolutional
Neural Network Inference},
booktitle = {30th {IEEE} Annual International Symposium on Field-Programmable Custom
Computing Machines, {FCCM} 2022, New York City, NY, USA, May 15-18,
2022},
pages = {1--9},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/FCCM53951.2022.9786115},
doi = {10.1109/FCCM53951.2022.9786115},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/fccm/YangKKP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fpt/0111KKP22,
author = {Yang Yang and
Sanmukh R. Kuppannagari and
Rajgopal Kannan and
Viktor K. Prasanna},
title = {Bandwidth Efficient Homomorphic Encrypted Matrix Vector Multiplication
Accelerator on {FPGA}},
booktitle = {International Conference on Field-Programmable Technology, {(IC)FPT}
2022, Hong Kong, December 5-9, 2022},
pages = {1--9},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICFPT56656.2022.9974369},
doi = {10.1109/ICFPT56656.2022.9974369},
timestamp = {Wed, 21 Dec 2022 13:47:20 +0100},
biburl = {https://dblp.org/rec/conf/fpt/0111KKP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hipc/YikKZP22,
author = {Jason Yik and
Sanmukh R. Kuppannagari and
Hanqing Zeng and
Viktor K. Prasanna},
title = {Input Feature Pruning for Accelerating {GNN} Inference on Heterogeneous
Platforms},
booktitle = {29th {IEEE} International Conference on High Performance Computing,
Data, and Analytics, HiPC 2022, Bengaluru, India, December 18-21,
2022},
pages = {282--291},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/HiPC56025.2022.00045},
doi = {10.1109/HIPC56025.2022.00045},
timestamp = {Wed, 03 May 2023 17:27:40 +0200},
biburl = {https://dblp.org/rec/conf/hipc/YikKZP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3/LiuMKP22,
author = {Haomei Liu and
Yuan Meng and
Sanmukh Rao Kuppannagari and
Viktor K. Prasanna},
title = {End to End Framework for {CNN} Acceleration on FPGAs with Dynamic
Algorithm Mapping},
booktitle = {Proceedings of the 2022 Fourteenth International Conference on Contemporary
Computing, IC3-2022, Noida, India, August 4-6, 2022},
pages = {696--700},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3549206.3549322},
doi = {10.1145/3549206.3549322},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ic3/LiuMKP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ispdc/YeKRWKP22,
author = {Tian Ye and
Sanmukh R. Kuppannagari and
C{\'{e}}sar A. F. De Rose and
Sasindu Wijeratne and
Rajgopal Kannan and
Viktor K. Prasanna},
title = {Estimating the Impact of Communication Schemes for Distributed Graph
Processing},
booktitle = {21st International Symposium on Parallel and Distributed Computing,
{ISPDC} 2022, Basel, Switzerland, July 11-13, 2022},
pages = {49--56},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ISPDC55340.2022.00016},
doi = {10.1109/ISPDC55340.2022.00016},
timestamp = {Tue, 15 Nov 2022 23:08:09 +0100},
biburl = {https://dblp.org/rec/conf/ispdc/YeKRWKP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhangKP21,
author = {Chi Zhang and
Sanmukh R. Kuppannagari and
Viktor K. Prasanna},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {{BRAC+:} Improved Behavior Regularized Actor Critic for Offline Reinforcement
Learning},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {204--219},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/zhang21a.html},
timestamp = {Tue, 18 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/ZhangKP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eenergy/KuppannagariFCP21,
author = {Sanmukh R. Kuppannagari and
Yao Fu and
Chung Ming Cheung and
Viktor K. Prasanna},
editor = {Hermann de Meer and
Michela Meo},
title = {Spatio-Temporal Missing Data Imputation for Smart Power Grids},
booktitle = {e-Energy '21: The Twelfth {ACM} International Conference on Future
Energy Systems, Virtual Event, Torino, Italy, 28 June - 2 July, 2021},
pages = {458--465},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447555.3466586},
doi = {10.1145/3447555.3466586},
timestamp = {Mon, 21 Aug 2023 20:37:14 +0200},
biburl = {https://dblp.org/rec/conf/eenergy/KuppannagariFCP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fpga/MengKKP21,
author = {Yuan Meng and
Sanmukh R. Kuppannagari and
Rajgopal Kannan and
Viktor K. Prasanna},
editor = {Lesley Shannon and
Michael Adler},
title = {{DYNAMAP:} Dynamic Algorithm Mapping Framework for Low Latency {CNN}
Inference},
booktitle = {{FPGA} '21: The 2021 {ACM/SIGDA} International Symposium on Field
Programmable Gate Arrays, Virtual Event, USA, February 28 - March
2, 2021},
pages = {183--193},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3431920.3439286},
doi = {10.1145/3431920.3439286},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fpga/MengKKP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fpl/YeKKP21,
author = {Tian Ye and
Sanmukh R. Kuppannagari and
Rajgopal Kannan and
Viktor K. Prasanna},
title = {Performance Modeling and {FPGA} Acceleration of Homomorphic Encrypted
Convolution},
booktitle = {31st International Conference on Field-Programmable Logic and Applications,
{FPL} 2021, Dresden, Germany, August 30 - Sept. 3, 2021},
pages = {115--121},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/FPL53798.2021.00027},
doi = {10.1109/FPL53798.2021.00027},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/fpl/YeKKP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fpl/PeuraMKP21,
author = {Nathaniel Peura and
Yuan Meng and
Sanmukh R. Kuppannagari and
Viktor K. Prasanna},
title = {{FGYM:} Toolkit for Benchmarking {FPGA} based Reinforcement Learning
Algorithms},
booktitle = {31st International Conference on Field-Programmable Logic and Applications,
{FPL} 2021, Dresden, Germany, August 30 - Sept. 3, 2021},
pages = {404},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/FPL53798.2021.00088},
doi = {10.1109/FPL53798.2021.00088},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fpl/PeuraMKP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hipc/0022KP21,
author = {Chi Zhang and
Sanmukh Rao Kuppannagari and
Viktor K. Prasanna},
title = {Parallel Actors and Learners: {A} Framework for Generating Scalable
{RL} Implementations},
booktitle = {28th {IEEE} International Conference on High Performance Computing,
Data, and Analytics, HiPC 2021, Bengaluru, India, December 17-20,
2021},
pages = {1--10},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/HiPC53243.2021.00014},
doi = {10.1109/HIPC53243.2021.00014},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hipc/0022KP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hipc/MengKKP21,
author = {Yuan Meng and
Sanmukh R. Kuppannagari and
Rajgopal Kannan and
Viktor K. Prasanna},
title = {How to Avoid Zero-Spacing in Fractionally-Strided Convolution? {A}
Hardware-Algorithm Co-Design Methodology},
booktitle = {28th {IEEE} International Conference on High Performance Computing,
Data, and Analytics, HiPC 2021, Bengaluru, India, December 17-20,
2021},
pages = {81--90},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/HiPC53243.2021.00022},
doi = {10.1109/HIPC53243.2021.00022},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hipc/MengKKP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/ZhangKKP21,
author = {Bingyi Zhang and
Sanmukh R. Kuppannagari and
Rajgopal Kannan and
Viktor K. Prasanna},
title = {Efficient Neighbor-Sampling-based {GNN} Training on {CPU-FPGA} Heterogeneous
Platform},
booktitle = {2021 {IEEE} High Performance Extreme Computing Conference, {HPEC}
2021, Waltham, MA, USA, September 20-24, 2021},
pages = {1--7},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/HPEC49654.2021.9622822},
doi = {10.1109/HPEC49654.2021.9622822},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hpec/ZhangKKP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3/CheungKKP21,
author = {Chung Ming Cheung and
Sanmukh R. Kuppannagari and
Rajgopal Kannan and
Viktor K. Prasanna},
title = {Leveraging Spatial Information in Smart Grids using {STGCN} for Short-Term
Load Forecasting},
booktitle = {{IC3} 2021: Thirteenth International Conference on Contemporary Computing,
Noida, India, August 5 - 7, 2021},
pages = {159--167},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3474124.3474145},
doi = {10.1145/3474124.3474145},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3/CheungKKP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/supercomputer/YeYKKP21,
author = {Tian Ye and
Yang Yang and
Sanmukh R. Kuppannagari and
Rajgopal Kannan and
Viktor K. Prasanna},
editor = {Bradford L. Chamberlain and
Ana Lucia Varbanescu and
Hatem Ltaief and
Piotr Luszczek},
title = {{FPGA} Acceleration of Number Theoretic Transform},
booktitle = {High Performance Computing - 36th International Conference, {ISC}
High Performance 2021, Virtual Event, June 24 - July 2, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12728},
pages = {98--117},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-78713-4\_6},
doi = {10.1007/978-3-030-78713-4\_6},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/supercomputer/YeYKKP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-03390,
author = {Ruizhi Zhang and
Sasindu Wijeratne and
Yang Yang and
Sanmukh R. Kuppannagari and
Viktor K. Prasanna},
title = {A High Throughput Parallel Hash Table on {FPGA} using XOR-based Memory},
journal = {CoRR},
volume = {abs/2108.03390},
year = {2021},
url = {https://arxiv.org/abs/2108.03390},
eprinttype = {arXiv},
eprint = {2108.03390},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-03390.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-00894,
author = {Chi Zhang and
Sanmukh Rao Kuppannagari and
Viktor K. Prasanna},
title = {{BRAC+:} Improved Behavior Regularized Actor Critic for Offline Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2110.00894},
year = {2021},
url = {https://arxiv.org/abs/2110.00894},
eprinttype = {arXiv},
eprint = {2110.00894},
timestamp = {Tue, 18 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-00894.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-01101,
author = {Chi Zhang and
Sanmukh Rao Kuppannagari and
Viktor K. Prasanna},
title = {Parallel Actors and Learners: {A} Framework for Generating Scalable
{RL} Implementations},
journal = {CoRR},
volume = {abs/2110.01101},
year = {2021},
url = {https://arxiv.org/abs/2110.01101},
eprinttype = {arXiv},
eprint = {2110.01101},
timestamp = {Tue, 18 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-01101.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dcoss/KundigAKRP20,
author = {St{\'{e}}phane Kuendig and
Constantinos Marios Angelopoulos and
Sanmukh R. Kuppannagari and
Jos{\'{e}} D. P. Rolim and
Viktor K. Prasanna},
title = {Crowdsourced Edge: {A} Novel Networking Paradigm for the Collaborative
Community},
booktitle = {16th International Conference on Distributed Computing in Sensor Systems,
{DCOSS} 2020, Marina del Rey, CA, USA, May 25-27, 2020},
pages = {474--481},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DCOSS49796.2020.00080},
doi = {10.1109/DCOSS49796.2020.00080},
timestamp = {Fri, 20 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dcoss/KundigAKRP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fccm/MengKP20,
author = {Yuan Meng and
Sanmukh R. Kuppannagari and
Viktor K. Prasanna},
title = {Accelerating Proximal Policy Optimization on {CPU-FPGA} Heterogeneous
Platforms},
booktitle = {28th {IEEE} Annual International Symposium on Field-Programmable Custom
Computing Machines, {FCCM} 2020, Fayetteville, AR, USA, May 3-6, 2020},
pages = {19--27},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/FCCM48280.2020.00012},
doi = {10.1109/FCCM48280.2020.00012},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fccm/MengKP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fpga/RajatMKSPK20,
author = {Rachit Rajat and
Yuan Meng and
Sanmukh R. Kuppannagari and
Ajitesh Srivastava and
Viktor K. Prasanna and
Rajgopal Kannan},
editor = {Stephen Neuendorffer and
Lesley Shannon},
title = {QTAccel: {A} Generic {FPGA} based Design for Q-Table based Reinforcement
Learning Accelerators},
booktitle = {{FPGA} '20: The 2020 {ACM/SIGDA} International Symposium on Field-Programmable
Gate Arrays, Seaside, CA, USA, February 23-25, 2020},
pages = {323},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3373087.3375359},
doi = {10.1145/3373087.3375359},
timestamp = {Wed, 04 Mar 2020 13:49:01 +0100},
biburl = {https://dblp.org/rec/conf/fpga/RajatMKSPK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/MengYKKP20,
author = {Yuan Meng and
Yang Yang and
Sanmukh R. Kuppannagari and
Rajgopal Kannan and
Viktor K. Prasanna},
title = {How to Efficiently Train Your {AI} Agent? Characterizing and Evaluating
Deep Reinforcement Learning on Heterogeneous Platforms},
booktitle = {2020 {IEEE} High Performance Extreme Computing Conference, {HPEC}
2020, Waltham, MA, USA, September 22-24, 2020},
pages = {1--7},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/HPEC43674.2020.9286150},
doi = {10.1109/HPEC43674.2020.9286150},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hpec/MengYKKP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/ZhangWYKP20,
author = {Ruizhi Zhang and
Sasindu Wijeratne and
Yang Yang and
Sanmukh R. Kuppannagari and
Viktor K. Prasanna},
title = {A High Throughput Parallel Hash Table on {FPGA} using XOR-based Memory},
booktitle = {2020 {IEEE} High Performance Extreme Computing Conference, {HPEC}
2020, Waltham, MA, USA, September 22-24, 2020},
pages = {1--7},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/HPEC43674.2020.9286199},
doi = {10.1109/HPEC43674.2020.9286199},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hpec/ZhangWYKP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icfpt/YangKP20,
author = {Yang Yang and
Sanmukh R. Kuppannagari and
Viktor K. Prasanna},
title = {A High Throughput Parallel Hash Table Accelerator on HBM-enabled FPGAs},
booktitle = {International Conference on Field-Programmable Technology, {(IC)FPT}
2020, Maui, HI, USA, December 9-11, 2020},
pages = {148--153},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICFPT51103.2020.00028},
doi = {10.1109/ICFPT51103.2020.00028},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icfpt/YangKP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/MengKRSKP20,
author = {Yuan Meng and
Sanmukh R. Kuppannagari and
Rachit Rajat and
Ajitesh Srivastava and
Rajgopal Kannan and
Viktor K. Prasanna},
title = {QTAccel: {A} Generic {FPGA} based Design for Q-Table based Reinforcement
Learning Accelerators},
booktitle = {2020 {IEEE} International Parallel and Distributed Processing Symposium
Workshops, {IPDPSW} 2020, New Orleans, LA, USA, May 18-22, 2020},
pages = {107--114},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IPDPSW50202.2020.00024},
doi = {10.1109/IPDPSW50202.2020.00024},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ipps/MengKRSKP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isgt/CheungKKP20,
author = {Chung Ming Cheung and
Sanmukh Rao Kuppannagari and
Rajgopal Kannan and
Viktor K. Prasanna},
title = {Load Demand User Profiling in Smart Grids with Distributed Solar Generation},
booktitle = {{IEEE} Power {\&} Energy Society Innovative Smart Grid Technologies
Conference, {ISGT} 2020, Washington, DC, USA, February 17-20, 2020},
pages = {1--5},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ISGT45199.2020.9087650},
doi = {10.1109/ISGT45199.2020.9087650},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isgt/CheungKKP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/supercomputer/YangKSKP20,
author = {Yang Yang and
Sanmukh R. Kuppannagari and
Ajitesh Srivastava and
Rajgopal Kannan and
Viktor K. Prasanna},
editor = {Ponnuswamy Sadayappan and
Bradford L. Chamberlain and
Guido Juckeland and
Hatem Ltaief},
title = {FASTHash: FPGA-Based High Throughput Parallel Hash Table},
booktitle = {High Performance Computing - 35th International Conference, {ISC}
High Performance 2020, Frankfurt/Main, Germany, June 22-25, 2020,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12151},
pages = {3--22},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-50743-5\_1},
doi = {10.1007/978-3-030-50743-5\_1},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/supercomputer/YangKSKP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-04802,
author = {Chi Zhang and
Sanmukh Rao Kuppannagari and
Viktor K. Prasanna},
title = {Maximum Entropy Model Rollouts: Fast Model Based Policy Optimization
without Compounding Errors},
journal = {CoRR},
volume = {abs/2006.04802},
year = {2020},
url = {https://arxiv.org/abs/2006.04802},
eprinttype = {arXiv},
eprint = {2006.04802},
timestamp = {Tue, 18 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-04802.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-00912,
author = {Yuan Meng and
Sanmukh R. Kuppannagari and
Rajgopal Kannan and
Viktor K. Prasanna},
title = {{DYNAMAP:} Dynamic Algorithm Mapping Framework for Low Latency {CNN}
Inference},
journal = {CoRR},
volume = {abs/2012.00912},
year = {2020},
url = {https://arxiv.org/abs/2012.00912},
eprinttype = {arXiv},
eprint = {2012.00912},
timestamp = {Fri, 04 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-00912.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eenergy/KuppannagariKP19,
author = {Sanmukh R. Kuppannagari and
Rajgopal Kannan and
Viktor K. Prasanna},
title = {Approximate Scheduling of DERs with Discrete Complex Injections},
booktitle = {Proceedings of the Tenth {ACM} International Conference on Future
Energy Systems, e-Energy 2019, Phoenix, AZ, USA, June 25-28, 2019},
pages = {204--214},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3307772.3328311},
doi = {10.1145/3307772.3328311},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eenergy/KuppannagariKP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eenergy/CheungKKP19,
author = {Chung Ming Cheung and
Sanmukh Rao Kuppannagari and
Rajgopal Kannan and
Viktor K. Prasanna},
title = {Towards Improved Real-Time Observability of Behind-Meter PhotoVoltaic
Systems: {A} Data-Driven Approach},
booktitle = {Proceedings of the Tenth {ACM} International Conference on Future
Energy Systems, e-Energy 2019, Phoenix, AZ, USA, June 25-28, 2019},
pages = {447--455},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3307772.3331019},
doi = {10.1145/3307772.3331019},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eenergy/CheungKKP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hipc/KuppannagariS19,
author = {Sanmukh R. Kuppannagari and
Chayan Sarkar},
title = {Future Energy Systems Introduction},
booktitle = {26th International Conference on High Performance Computing, Data
and Analytics Workshop, HiPCW 2019, Hyderabad, India, December 17-20,
2019},
pages = {1},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/HiPCW.2019.00007},
doi = {10.1109/HIPCW.2019.00007},
timestamp = {Tue, 22 Jun 2021 17:26:52 +0200},
biburl = {https://dblp.org/rec/conf/hipc/KuppannagariS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/KuppannagariRKD19,
author = {Sanmukh R. Kuppannagari and
Rachit Rajat and
Rajgopal Kannan and
Aravind Dasu and
Viktor K. Prasanna},
title = {{IP} Cores for Graph Kernels on FPGAs},
booktitle = {2019 {IEEE} High Performance Extreme Computing Conference, {HPEC}
2019, Waltham, MA, USA, September 24-26, 2019},
pages = {1--7},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/HPEC.2019.8916363},
doi = {10.1109/HPEC.2019.8916363},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hpec/KuppannagariRKD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iotdi/ZhangKXKP19,
author = {Chi Zhang and
Sanmukh R. Kuppannagari and
Chuanxiu Xiong and
Rajgopal Kannan and
Viktor K. Prasanna},
editor = {Olaf Landsiedel and
Klara Nahrstedt},
title = {A cooperative multi-agent deep reinforcement learning framework for
real-time residential load scheduling},
booktitle = {Proceedings of the International Conference on Internet of Things
Design and Implementation, IoTDI 2019, Montreal, QC, Canada, April
15-18, 2019},
pages = {59--69},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3302505.3310069},
doi = {10.1145/3302505.3310069},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iotdi/ZhangKXKP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/parco/GoelKYSP19,
author = {Akshit Goel and
Sanmukh R. Kuppannagari and
Yang Yang and
Ajitesh Srivastava and
Viktor K. Prasanna},
editor = {Ian T. Foster and
Gerhard R. Joubert and
Ludek Kucera and
Wolfgang E. Nagel and
Frans J. Peters},
title = {Parallel Totally Induced Edge Sampling on FPGAs},
booktitle = {Parallel Computing: Technology Trends, Proceedings of the International
Conference on Parallel Computing, {PARCO} 2019, Prague, Czech Republic,
September 10-13, 2019},
series = {Advances in Parallel Computing},
volume = {36},
pages = {671--680},
publisher = {{IOS} Press},
year = {2019},
url = {https://doi.org/10.3233/APC200097},
doi = {10.3233/APC200097},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/parco/GoelKYSP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sensys/ZhangKKP19,
author = {Chi Zhang and
Sanmukh R. Kuppannagari and
Rajgopal Kannan and
Viktor K. Prasanna},
title = {Building {HVAC} Scheduling Using Reinforcement Learning via Neural
Network Based Model Approximation},
booktitle = {Proceedings of the 6th {ACM} International Conference on Systems for
Energy-Efficient Buildings, Cities, and Transportation, BuildSys 2019,
New York, NY, USA, November 13-14, 2019},
pages = {287--296},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3360322.3360861},
doi = {10.1145/3360322.3360861},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sensys/ZhangKKP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-05313,
author = {Chi Zhang and
Sanmukh R. Kuppannagari and
Rajgopal Kannan and
Viktor K. Prasanna},
title = {Building {HVAC} Scheduling Using Reinforcement Learning via Neural
Network Based Model Approximation},
journal = {CoRR},
volume = {abs/1910.05313},
year = {2019},
url = {http://arxiv.org/abs/1910.05313},
eprinttype = {arXiv},
eprint = {1910.05313},
timestamp = {Tue, 18 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-05313.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tosn/KuppannagariKP18,
author = {Sanmukh R. Kuppannagari and
Rajgopal Kannan and
Viktor K. Prasanna},
title = {Optimal Discrete Net-Load Balancing in Smart Grids with High {PV}
Penetration},
journal = {{ACM} Trans. Sens. Networks},
volume = {14},
number = {3-4},
pages = {24:1--24:30},
year = {2018},
url = {https://doi.org/10.1145/3218583},
doi = {10.1145/3218583},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tosn/KuppannagariKP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isgt/KuppannagariKP18,
author = {Sanmukh R. Kuppannagari and
Rajgopal Kannan and
Viktor K. Prasanna},
title = {Risk aware net load balancing in micro grids with high {DER} penetration},
booktitle = {2018 {IEEE} Power {\&} Energy Society Innovative Smart Grid Technologies
Conference, {ISGT} 2018, Washington, DC, USA, February 19-22, 2018},
pages = {1--5},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ISGT.2018.8403335},
doi = {10.1109/ISGT.2018.8403335},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isgt/KuppannagariKP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isgt/KuppannagariKP18a,
author = {Sanmukh R. Kuppannagari and
Rajgopal Kannan and
Viktor K. Prasanna},
title = {{NO-LESS:} Near optimal curtailment strategy selection for net load
balancing in micro grids},
booktitle = {2018 {IEEE} Power {\&} Energy Society Innovative Smart Grid Technologies
Conference, {ISGT} 2018, Washington, DC, USA, February 19-22, 2018},
pages = {1--5},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ISGT.2018.8403374},
doi = {10.1109/ISGT.2018.8403374},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isgt/KuppannagariKP18a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smartgridcomm/ZhangKKP18,
author = {Chi Zhang and
Sanmukh R. Kuppannagari and
Rajgopal Kannan and
Viktor K. Prasanna},
title = {Generative Adversarial Network for Synthetic Time Series Data Generation
in Smart Grids},
booktitle = {2018 {IEEE} International Conference on Communications, Control, and
Computing Technologies for Smart Grids, SmartGridComm 2018, Aalborg,
Denmark, October 29-31, 2018},
pages = {1--6},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/SmartGridComm.2018.8587464},
doi = {10.1109/SMARTGRIDCOMM.2018.8587464},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smartgridcomm/ZhangKKP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sensys/KuppannagariKP17,
author = {Sanmukh R. Kuppannagari and
Rajgopal Kannan and
Viktor K. Prasanna},
editor = {Kamin Whitehouse and
Prabal Dutta and
Hae Young Noh},
title = {Optimal net-load balancing in smart grids with high {PV} penetration},
booktitle = {Proceedings of the 4th {ACM} International Conference on Systems for
Energy-Efficient Built Environments, BuildSys 2017, Delft, The Netherlands,
November 08-09, 2017},
pages = {27:1--27:10},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3137133.3137145},
doi = {10.1145/3137133.3137145},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sensys/KuppannagariKP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-00644,
author = {Sanmukh R. Kuppannagari and
Rajgopal Kannan and
Viktor K. Prasanna},
title = {Optimal Net-Load Balancing in Smart Grids with High {PV} Penetration},
journal = {CoRR},
volume = {abs/1709.00644},
year = {2017},
url = {http://arxiv.org/abs/1709.00644},
eprinttype = {arXiv},
eprint = {1709.00644},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-00644.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/KuppannagariKCT16,
author = {Sanmukh R. Kuppannagari and
Rajgopal Kannan and
Charalampos Chelmis and
Arash Saber Tehrani and
Viktor K. Prasanna},
editor = {Michelle Connolly},
title = {Optimal Customer Targeting for Sustainable Demand Response in Smart
Grids},
booktitle = {International Conference on Computational Science 2016, {ICCS} 2016,
6-8 June 2016, San Diego, California, {USA}},
series = {Procedia Computer Science},
volume = {80},
pages = {324--334},
publisher = {Elsevier},
year = {2016},
url = {https://doi.org/10.1016/j.procs.2016.05.324},
doi = {10.1016/J.PROCS.2016.05.324},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccS/KuppannagariKCT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/KuppannagariKCP16,
author = {Sanmukh R. Kuppannagari and
Rajgopal Kannan and
Charalampos Chelmis and
Viktor K. Prasanna},
editor = {Subbarao Kambhampati},
title = {Implementation of Learning-Based Dynamic Demand Response on a Campus
Micro-Grid},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
2016},
pages = {4250--4251},
publisher = {{IJCAI/AAAI} Press},
year = {2016},
url = {http://www.ijcai.org/Abstract/16/645},
timestamp = {Tue, 20 Aug 2019 16:19:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/KuppannagariKCP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fpga/KuppannagariP15,
author = {Sanmukh R. Kuppannagari and
Viktor K. Prasanna},
editor = {George A. Constantinides and
Deming Chen},
title = {Efficient Generation of Energy and Performance Pareto Front for {FPGA}
Designs (Abstract Only)},
booktitle = {Proceedings of the 2015 {ACM/SIGDA} International Symposium on Field-Programmable
Gate Arrays, Monterey, CA, USA, February 22-24, 2015},
pages = {273},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2684746.2689133},
doi = {10.1145/2684746.2689133},
timestamp = {Tue, 06 Nov 2018 16:58:22 +0100},
biburl = {https://dblp.org/rec/conf/fpga/KuppannagariP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/green/KuppannagariHP14,
author = {Sanmukh R. Kuppannagari and
Yusong Hu and
Viktor K. Prasanna},
title = {High level performance model based design space exploration for energy-efficient
designs on FPGAs},
booktitle = {International Green Computing Conference, {IGCC} 2014, Dallas, TX,
USA, November 3-5, 2014},
pages = {1--6},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/IGCC.2014.7039144},
doi = {10.1109/IGCC.2014.7039144},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/green/KuppannagariHP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/KuppannagariCSSTZHCP14,
author = {Sanmukh R. Kuppannagari and
Ren Chen and
Andrea Sanny and
Shreyas G. Singapura and
Geoffrey Phi C. Tran and
Shijie Zhou and
Yusong Hu and
Stephen P. Crago and
Viktor K. Prasanna},
title = {Energy performance of FPGAs on {PERFECT} suite kernels},
booktitle = {{IEEE} High Performance Extreme Computing Conference, {HPEC} 2014,
Waltham, MA, USA, September 9-11, 2014},
pages = {1--6},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/HPEC.2014.7041004},
doi = {10.1109/HPEC.2014.7041004},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hpec/KuppannagariCSSTZHCP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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