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ORCIDBibTeX records: Sasikanth Avancha
@article{DBLP:journals/fams/GeorganasKAAAAB22,
author = {Evangelos Georganas and
Dhiraj D. Kalamkar and
Sasikanth Avancha and
Menachem Adelman and
Deepti Aggarwal and
Cristina Anderson and
Alexander Breuer and
Jeremy Bruestle and
Narendra Chaudhary and
Abhisek Kundu and
Denise Kutnick and
Frank Laub and
Md. Vasimuddin and
Sanchit Misra and
Ramanarayan Mohanty and
Hans Pabst and
Brian Retford and
Barukh Ziv and
Alexander Heinecke},
title = {Tensor Processing Primitives: {A} Programming Abstraction for Efficiency
and Portability in Deep Learning and {HPC} Workloads},
journal = {Frontiers Appl. Math. Stat.},
volume = {8},
pages = {826269},
year = {2022},
url = {https://doi.org/10.3389/fams.2022.826269},
doi = {10.3389/FAMS.2022.826269},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fams/GeorganasKAAAAB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-06385,
author = {Md. Vasimuddin and
Ramanarayan Mohanty and
Sanchit Misra and
Sasikanth Avancha},
title = {DistGNN-MB: Distributed Large-Scale Graph Neural Network Training
on x86 via Minibatch Sampling},
journal = {CoRR},
volume = {abs/2211.06385},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.06385},
doi = {10.48550/ARXIV.2211.06385},
eprinttype = {arXiv},
eprint = {2211.06385},
timestamp = {Tue, 15 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-06385.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pieee/DaveBNASL21,
author = {Shail Dave and
Riyadh Baghdadi and
Tony Nowatzki and
Sasikanth Avancha and
Aviral Shrivastava and
Baoxin Li},
title = {Hardware Acceleration of Sparse and Irregular Tensor Computations
of {ML} Models: {A} Survey and Insights},
journal = {Proc. {IEEE}},
volume = {109},
number = {10},
pages = {1706--1752},
year = {2021},
url = {https://doi.org/10.1109/JPROC.2021.3098483},
doi = {10.1109/JPROC.2021.3098483},
timestamp = {Wed, 03 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pieee/DaveBNASL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taco/TavarageriHAKGU21,
author = {Sanket Tavarageri and
Alexander Heinecke and
Sasikanth Avancha and
Bharat Kaul and
Gagandeep Goyal and
Ramakrishna Upadrasta},
title = {PolyDL: Polyhedral Optimizations for Creation of High-performance
{DL} Primitives},
journal = {{ACM} Trans. Archit. Code Optim.},
volume = {18},
number = {1},
pages = {11:1--11:27},
year = {2021},
url = {https://doi.org/10.1145/3433103},
doi = {10.1145/3433103},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/taco/TavarageriHAKGU21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/SaphalRMAK21,
author = {Rohan Saphal and
Balaraman Ravindran and
Dheevatsa Mudigere and
Sasikanth Avancha and
Bharat Kaul},
editor = {Frank Dignum and
Alessio Lomuscio and
Ulle Endriss and
Ann Now{\'{e}}},
title = {{SEERL:} Sample Efficient Ensemble Reinforcement Learning},
booktitle = {{AAMAS} '21: 20th International Conference on Autonomous Agents and
Multiagent Systems, Virtual Event, United Kingdom, May 3-7, 2021},
pages = {1100--1108},
publisher = {{ACM}},
year = {2021},
url = {https://www.ifaamas.org/Proceedings/aamas2021/pdfs/p1100.pdf},
doi = {10.5555/3463952.3464080},
timestamp = {Wed, 20 Jul 2022 17:03:47 +0200},
biburl = {https://dblp.org/rec/conf/atal/SaphalRMAK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/Stevens0AKR21,
author = {Jacob R. Stevens and
Dipankar Das and
Sasikanth Avancha and
Bharat Kaul and
Anand Raghunathan},
title = {GNNerator: {A} Hardware/Software Framework for Accelerating Graph
Neural Networks},
booktitle = {58th {ACM/IEEE} Design Automation Conference, {DAC} 2021, San Francisco,
CA, USA, December 5-9, 2021},
pages = {955--960},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DAC18074.2021.9586122},
doi = {10.1109/DAC18074.2021.9586122},
timestamp = {Fri, 12 Nov 2021 12:31:50 +0100},
biburl = {https://dblp.org/rec/conf/dac/Stevens0AKR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/GeorganasKAAABB21,
author = {Evangelos Georganas and
Dhiraj D. Kalamkar and
Sasikanth Avancha and
Menachem Adelman and
Cristina Anderson and
Alexander Breuer and
Jeremy Bruestle and
Narendra Chaudhary and
Abhisek Kundu and
Denise Kutnick and
Frank Laub and
Md. Vasimuddin and
Sanchit Misra and
Ramanarayan Mohanty and
Hans Pabst and
Barukh Ziv and
Alexander Heinecke},
editor = {Bronis R. de Supinski and
Mary W. Hall and
Todd Gamblin},
title = {Tensor processing primitives: a programming abstraction for efficiency
and portability in deep learning workloads},
booktitle = {International Conference for High Performance Computing, Networking,
Storage and Analysis, {SC} 2021, St. Louis, Missouri, USA, November
14-19, 2021},
pages = {14},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3458817.3476206},
doi = {10.1145/3458817.3476206},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sc/GeorganasKAAABB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/MdMMMGHKAA21,
author = {Md. Vasimuddin and
Sanchit Misra and
Guixiang Ma and
Ramanarayan Mohanty and
Evangelos Georganas and
Alexander Heinecke and
Dhiraj D. Kalamkar and
Nesreen K. Ahmed and
Sasikanth Avancha},
editor = {Bronis R. de Supinski and
Mary W. Hall and
Todd Gamblin},
title = {DistGNN: scalable distributed training for large-scale graph neural
networks},
booktitle = {International Conference for High Performance Computing, Networking,
Storage and Analysis, {SC} 2021, St. Louis, Missouri, USA, November
14-19, 2021},
pages = {76},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3458817.3480856},
doi = {10.1145/3458817.3480856},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sc/MdMMMGHKAA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-10836,
author = {Jacob R. Stevens and
Dipankar Das and
Sasikanth Avancha and
Bharat Kaul and
Anand Raghunathan},
title = {GNNerator: {A} Hardware/Software Framework for Accelerating Graph
Neural Networks},
journal = {CoRR},
volume = {abs/2103.10836},
year = {2021},
url = {https://arxiv.org/abs/2103.10836},
eprinttype = {arXiv},
eprint = {2103.10836},
timestamp = {Wed, 24 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-10836.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-05573,
author = {Sanket Tavarageri and
Gagandeep Goyal and
Sasikanth Avancha and
Bharat Kaul and
Ramakrishna Upadrasta},
title = {{AI} Powered Compiler Techniques for {DL} Code Optimization},
journal = {CoRR},
volume = {abs/2104.05573},
year = {2021},
url = {https://arxiv.org/abs/2104.05573},
eprinttype = {arXiv},
eprint = {2104.05573},
timestamp = {Mon, 19 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-05573.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-05755,
author = {Evangelos Georganas and
Dhiraj D. Kalamkar and
Sasikanth Avancha and
Menachem Adelman and
Cristina Anderson and
Alexander Breuer and
Narendra Chaudhary and
Abhisek Kundu and
Md. Vasimuddin and
Sanchit Misra and
Ramanarayan Mohanty and
Hans Pabst and
Barukh Ziv and
Alexander Heinecke},
title = {Tensor Processing Primitives: {A} Programming Abstraction for Efficiency
and Portability in Deep Learning Workloads},
journal = {CoRR},
volume = {abs/2104.05755},
year = {2021},
url = {https://arxiv.org/abs/2104.05755},
eprinttype = {arXiv},
eprint = {2104.05755},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-05755.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-06700,
author = {Md. Vasimuddin and
Sanchit Misra and
Guixiang Ma and
Ramanarayan Mohanty and
Evangelos Georganas and
Alexander Heinecke and
Dhiraj D. Kalamkar and
Nesreen K. Ahmed and
Sasikanth Avancha},
title = {DistGNN: Scalable Distributed Training for Large-Scale Graph Neural
Networks},
journal = {CoRR},
volume = {abs/2104.06700},
year = {2021},
url = {https://arxiv.org/abs/2104.06700},
eprinttype = {arXiv},
eprint = {2104.06700},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-06700.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SaphalRMAK20,
author = {Rohan Saphal and
Balaraman Ravindran and
Dheevatsa Mudigere and
Sasikanth Avancha and
Bharat Kaul},
title = {{ERLP:} Ensembles of Reinforcement Learning Policies (Student Abstract)},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {13905--13906},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i10.7225},
doi = {10.1609/AAAI.V34I10.7225},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/SaphalRMAK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/arith/HickmannCRYUA20,
author = {Brian Hickmann and
Jieasheng Chen and
Michael Rotzin and
Andrew Yang and
Maciej Urbanski and
Sasikanth Avancha},
title = {Intel Nervana Neural Network Processor-T {(NNP-T)} Fused Floating
Point Many-Term Dot Product},
booktitle = {27th {IEEE} Symposium on Computer Arithmetic, {ARITH} 2020, Portland,
OR, USA, June 7-10, 2020},
pages = {133--136},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ARITH48897.2020.00029},
doi = {10.1109/ARITH48897.2020.00029},
timestamp = {Thu, 03 Sep 2020 10:17:40 +0200},
biburl = {https://dblp.org/rec/conf/arith/HickmannCRYUA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/DaveSKAL20,
author = {Shail Dave and
Aviral Shrivastava and
Youngbin Kim and
Sasikanth Avancha and
Kyoungwoo Lee},
title = {dMazeRunner: Optimizing Convolutions on Dataflow Accelerators},
booktitle = {2020 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2020, Barcelona, Spain, May 4-8, 2020},
pages = {1544--1548},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICASSP40776.2020.9054275},
doi = {10.1109/ICASSP40776.2020.9054275},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/DaveSKAL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/Georganas0KAVAH20,
author = {Evangelos Georganas and
Kunal Banerjee and
Dhiraj D. Kalamkar and
Sasikanth Avancha and
Anand Venkat and
Michael J. Anderson and
Greg Henry and
Hans Pabst and
Alexander Heinecke},
title = {Harnessing Deep Learning via a Single Building Block},
booktitle = {2020 {IEEE} International Parallel and Distributed Processing Symposium
(IPDPS), New Orleans, LA, USA, May 18-22, 2020},
pages = {222--233},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IPDPS47924.2020.00032},
doi = {10.1109/IPDPS47924.2020.00032},
timestamp = {Wed, 22 Jul 2020 15:53:25 +0200},
biburl = {https://dblp.org/rec/conf/ipps/Georganas0KAVAH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-05209,
author = {Rohan Saphal and
Balaraman Ravindran and
Dheevatsa Mudigere and
Sasikanth Avancha and
Bharat Kaul},
title = {{SEERL:} Sample Efficient Ensemble Reinforcement Learning},
journal = {CoRR},
volume = {abs/2001.05209},
year = {2020},
url = {https://arxiv.org/abs/2001.05209},
eprinttype = {arXiv},
eprint = {2001.05209},
timestamp = {Fri, 17 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-05209.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-02145,
author = {Sanket Tavarageri and
Alexander Heinecke and
Sasikanth Avancha and
Gagandeep Goyal and
Ramakrishna Upadrasta and
Bharat Kaul},
title = {PolyScientist: Automatic Loop Transformations Combined with Microkernels
for Optimization of Deep Learning Primitives},
journal = {CoRR},
volume = {abs/2002.02145},
year = {2020},
url = {https://arxiv.org/abs/2002.02145},
eprinttype = {arXiv},
eprint = {2002.02145},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-02145.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-02230,
author = {Sanket Tavarageri and
Alexander Heinecke and
Sasikanth Avancha and
Gagandeep Goyal and
Ramakrishna Upadrasta and
Bharat Kaul},
title = {PolyDL: Polyhedral Optimizations for Creation of High Performance
{DL} primitives},
journal = {CoRR},
volume = {abs/2006.02230},
year = {2020},
url = {https://arxiv.org/abs/2006.02230},
eprinttype = {arXiv},
eprint = {2006.02230},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-02230.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-00864,
author = {Shail Dave and
Riyadh Baghdadi and
Tony Nowatzki and
Sasikanth Avancha and
Aviral Shrivastava and
Baoxin Li},
title = {Hardware Acceleration of Sparse and Irregular Tensor Computations
of {ML} Models: {A} Survey and Insights},
journal = {CoRR},
volume = {abs/2007.00864},
year = {2020},
url = {https://arxiv.org/abs/2007.00864},
eprinttype = {arXiv},
eprint = {2007.00864},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-00864.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-06354,
author = {Sasikanth Avancha and
Md. Vasimuddin and
Sanchit Misra and
Ramanarayan Mohanty},
title = {Deep Graph Library Optimizations for Intel(R) x86 Architecture},
journal = {CoRR},
volume = {abs/2007.06354},
year = {2020},
url = {https://arxiv.org/abs/2007.06354},
eprinttype = {arXiv},
eprint = {2007.06354},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-06354.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tecs/DaveKALS19,
author = {Shail Dave and
Youngbin Kim and
Sasikanth Avancha and
Kyoungwoo Lee and
Aviral Shrivastava},
title = {dMazeRunner: Executing Perfectly Nested Loops on Dataflow Accelerators},
journal = {{ACM} Trans. Embed. Comput. Syst.},
volume = {18},
number = {5s},
pages = {70:1--70:27},
year = {2019},
url = {https://doi.org/10.1145/3358198},
doi = {10.1145/3358198},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tecs/DaveKALS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-12322,
author = {Dhiraj D. Kalamkar and
Dheevatsa Mudigere and
Naveen Mellempudi and
Dipankar Das and
Kunal Banerjee and
Sasikanth Avancha and
Dharma Teja Vooturi and
Nataraj Jammalamadaka and
Jianyu Huang and
Hector Yuen and
Jiyan Yang and
Jongsoo Park and
Alexander Heinecke and
Evangelos Georganas and
Sudarshan Srinivasan and
Abhisek Kundu and
Misha Smelyanskiy and
Bharat Kaul and
Pradeep Dubey},
title = {A Study of {BFLOAT16} for Deep Learning Training},
journal = {CoRR},
volume = {abs/1905.12322},
year = {2019},
url = {http://arxiv.org/abs/1905.12322},
eprinttype = {arXiv},
eprint = {1905.12322},
timestamp = {Sat, 04 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-12322.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-06440,
author = {Evangelos Georganas and
Kunal Banerjee and
Dhiraj D. Kalamkar and
Sasikanth Avancha and
Anand Venkat and
Michael J. Anderson and
Greg Henry and
Hans Pabst and
Alexander Heinecke},
title = {High-Performance Deep Learning via a Single Building Block},
journal = {CoRR},
volume = {abs/1906.06440},
year = {2019},
url = {http://arxiv.org/abs/1906.06440},
eprinttype = {arXiv},
eprint = {1906.06440},
timestamp = {Sat, 04 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-06440.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-11809,
author = {Sudarshan Srinivasan and
Pradeep Janedula and
Saurabh Dhoble and
Sasikanth Avancha and
Dipankar Das and
Naveen Mellempudi and
Bharat Daga and
Martin Langhammer and
Gregg Baeckler and
Bharat Kaul},
title = {High Performance Scalable {FPGA} Accelerator for Deep Neural Networks},
journal = {CoRR},
volume = {abs/1908.11809},
year = {2019},
url = {http://arxiv.org/abs/1908.11809},
eprinttype = {arXiv},
eprint = {1908.11809},
timestamp = {Wed, 04 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-11809.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/SantaraNR0MAK18,
author = {Anirban Santara and
Abhishek Naik and
Balaraman Ravindran and
Dipankar Das and
Dheevatsa Mudigere and
Sasikanth Avancha and
Bharat Kaul},
editor = {Elisabeth Andr{\'{e}} and
Sven Koenig and
Mehdi Dastani and
Gita Sukthankar},
title = {{RAIL:} Risk-Averse Imitation Learning},
booktitle = {Proceedings of the 17th International Conference on Autonomous Agents
and MultiAgent Systems, {AAMAS} 2018, Stockholm, Sweden, July 10-15,
2018},
pages = {2062--2063},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems
Richland, SC, {USA} / {ACM}},
year = {2018},
url = {http://dl.acm.org/citation.cfm?id=3238072},
timestamp = {Sat, 30 Sep 2023 09:34:53 +0200},
biburl = {https://dblp.org/rec/conf/atal/SantaraNR0MAK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/0002MMKAB0VKGHD18,
author = {Dipankar Das and
Naveen Mellempudi and
Dheevatsa Mudigere and
Dhiraj D. Kalamkar and
Sasikanth Avancha and
Kunal Banerjee and
Srinivas Sridharan and
Karthik Vaidyanathan and
Bharat Kaul and
Evangelos Georganas and
Alexander Heinecke and
Pradeep Dubey and
Jes{\'{u}}s Corbal and
Nikita Shustrov and
Roman Dubtsov and
Evarist Fomenko and
Vadim O. Pirogov},
title = {Mixed Precision Training of Convolutional Neural Networks using Integer
Operations},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=H135uzZ0-},
timestamp = {Sat, 04 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/0002MMKAB0VKGHD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/GeorganasABKHPH18,
author = {Evangelos Georganas and
Sasikanth Avancha and
Kunal Banerjee and
Dhiraj D. Kalamkar and
Greg Henry and
Hans Pabst and
Alexander Heinecke},
title = {Anatomy of high-performance deep learning convolutions on {SIMD} architectures},
booktitle = {Proceedings of the International Conference for High Performance Computing,
Networking, Storage, and Analysis, {SC} 2018, Dallas, TX, USA, November
11-16, 2018},
pages = {66:1--66:12},
publisher = {{IEEE} / {ACM}},
year = {2018},
url = {http://dl.acm.org/citation.cfm?id=3291744},
timestamp = {Sat, 04 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sc/GeorganasABKHPH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-08030,
author = {Srinivas Sridharan and
Karthikeyan Vaidyanathan and
Dhiraj D. Kalamkar and
Dipankar Das and
Mikhail E. Smorkalov and
Mikhail Shiryaev and
Dheevatsa Mudigere and
Naveen Mellempudi and
Sasikanth Avancha and
Bharat Kaul and
Pradeep Dubey},
title = {On Scale-out Deep Learning Training for Cloud and {HPC}},
journal = {CoRR},
volume = {abs/1801.08030},
year = {2018},
url = {http://arxiv.org/abs/1801.08030},
eprinttype = {arXiv},
eprint = {1801.08030},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-08030.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-00930,
author = {Dipankar Das and
Naveen Mellempudi and
Dheevatsa Mudigere and
Dhiraj D. Kalamkar and
Sasikanth Avancha and
Kunal Banerjee and
Srinivas Sridharan and
Karthik Vaidyanathan and
Bharat Kaul and
Evangelos Georganas and
Alexander Heinecke and
Pradeep Dubey and
Jes{\'{u}}s Corbal and
Nikita Shustrov and
Roman Dubtsov and
Evarist Fomenko and
Vadim O. Pirogov},
title = {Mixed Precision Training of Convolutional Neural Networks using Integer
Operations},
journal = {CoRR},
volume = {abs/1802.00930},
year = {2018},
url = {http://arxiv.org/abs/1802.00930},
eprinttype = {arXiv},
eprint = {1802.00930},
timestamp = {Sat, 04 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-00930.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-03420,
author = {Dharma Teja Vooturi and
Dheevatsa Mudigere and
Sasikanth Avancha},
title = {Hierarchical Block Sparse Neural Networks},
journal = {CoRR},
volume = {abs/1808.03420},
year = {2018},
url = {http://arxiv.org/abs/1808.03420},
eprinttype = {arXiv},
eprint = {1808.03420},
timestamp = {Sun, 02 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-03420.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-05567,
author = {Evangelos Georganas and
Sasikanth Avancha and
Kunal Banerjee and
Dhiraj D. Kalamkar and
Greg Henry and
Hans Pabst and
Alexander Heinecke},
title = {Anatomy Of High-Performance Deep Learning Convolutions On {SIMD} Architectures},
journal = {CoRR},
volume = {abs/1808.05567},
year = {2018},
url = {http://arxiv.org/abs/1808.05567},
eprinttype = {arXiv},
eprint = {1808.05567},
timestamp = {Sat, 04 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-05567.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isca/VenkataramaniRB17,
author = {Swagath Venkataramani and
Ashish Ranjan and
Subarno Banerjee and
Dipankar Das and
Sasikanth Avancha and
Ashok Jagannathan and
Ajaya Durg and
Dheemanth Nagaraj and
Bharat Kaul and
Pradeep Dubey and
Anand Raghunathan},
title = {ScaleDeep: {A} Scalable Compute Architecture for Learning and Evaluating
Deep Networks},
booktitle = {Proceedings of the 44th Annual International Symposium on Computer
Architecture, {ISCA} 2017, Toronto, ON, Canada, June 24-28, 2017},
pages = {13--26},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3079856.3080244},
doi = {10.1145/3079856.3080244},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isca/VenkataramaniRB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SantaraNR0MAK17,
author = {Anirban Santara and
Abhishek Naik and
Balaraman Ravindran and
Dipankar Das and
Dheevatsa Mudigere and
Sasikanth Avancha and
Bharat Kaul},
title = {{RAIL:} Risk-Averse Imitation Learning},
journal = {CoRR},
volume = {abs/1707.06658},
year = {2017},
url = {http://arxiv.org/abs/1707.06658},
eprinttype = {arXiv},
eprint = {1707.06658},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SantaraNR0MAK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/0002AMVSKKD16,
author = {Dipankar Das and
Sasikanth Avancha and
Dheevatsa Mudigere and
Karthikeyan Vaidyanathan and
Srinivas Sridharan and
Dhiraj D. Kalamkar and
Bharat Kaul and
Pradeep Dubey},
title = {Distributed Deep Learning Using Synchronous Stochastic Gradient Descent},
journal = {CoRR},
volume = {abs/1602.06709},
year = {2016},
url = {http://arxiv.org/abs/1602.06709},
eprinttype = {arXiv},
eprint = {1602.06709},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/0002AMVSKKD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csur/AvanchaBK12,
author = {Sasikanth Avancha and
Amit S. Baxi and
David Kotz},
title = {Privacy in mobile technology for personal healthcare},
journal = {{ACM} Comput. Surv.},
volume = {45},
number = {1},
pages = {3:1--3:54},
year = {2012},
url = {https://doi.org/10.1145/2379776.2379779},
doi = {10.1145/2379776.2379779},
timestamp = {Wed, 01 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/csur/AvanchaBK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpc/VaidyanathanAS12,
author = {Karthikeyan Vaidyanathan and
Sasikanth Avancha and
Sunil Sherlekar},
editor = {Erik H. D'Hollander and
Jack J. Dongarra and
Ian T. Foster and
Lucio Grandinetti and
Gerhard R. Joubert},
title = {Exascale Computing {\&} Beyond: Meeting the Challenges},
booktitle = {Transition of {HPC} Towards Exascale Computing - Selected Papers from
the High Performance Computing Workshop, Cetraro, Italy, June 25-29,
2012},
series = {Advances in Parallel Computing},
volume = {24},
pages = {24--34},
publisher = {{IOS} Press},
year = {2012},
url = {https://doi.org/10.3233/978-1-61499-324-7-24},
doi = {10.3233/978-1-61499-324-7-24},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hpc/VaidyanathanAS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iciss/Avancha08,
author = {Sasikanth Avancha},
editor = {R. Sekar and
Arun K. Pujari},
title = {A Framework for Trustworthy Service-Oriented Computing (Short Paper)},
booktitle = {Information Systems Security, 4th International Conference, {ICISS}
2008, Hyderabad, India, December 16-20, 2008. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5352},
pages = {124--131},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-89862-7\_9},
doi = {10.1007/978-3-540-89862-7\_9},
timestamp = {Thu, 18 Nov 2021 17:21:37 +0100},
biburl = {https://dblp.org/rec/conf/iciss/Avancha08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/07/0001KDA07,
author = {Li Ding and
Pranam Kolari and
Zhongli Ding and
Sasikanth Avancha},
editor = {Raj Sharman and
Rajiv Kishore and
Ram Ramesh},
title = {Using Ontologies in the Semantic Web: {A} Survey},
booktitle = {Ontologies: {A} Handbook of Principles, Concepts and Applications
in Information Systems},
series = {Integrated Series in Information Systems},
volume = {14},
pages = {79--113},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-0-387-37022-4\_4},
doi = {10.1007/978-0-387-37022-4\_4},
timestamp = {Mon, 22 Jul 2019 15:09:23 +0200},
biburl = {https://dblp.org/rec/books/sp/07/0001KDA07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mobiquitous/AvanchaPJ04,
author = {Sasikanth Avancha and
Chintan Patel and
Anupam Joshi},
title = {Ontology-Driven Adaptive Sensor Networks},
booktitle = {1st Annual International Conference on Mobile and Ubiquitous Systems
(MobiQuitous 2004), Networking and Services, 22-25 August 2004, Cambridge,
MA, {USA}},
pages = {194--202},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/MOBIQ.2004.1331726},
doi = {10.1109/MOBIQ.2004.1331726},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mobiquitous/AvanchaPJ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/crc/Avancha0PJ04,
author = {Sasikanth Avancha and
Dipanjan Chakraborty and
Filip Perich and
Anupam Joshi},
editor = {Munindar P. Singh},
title = {Data and Services for Mobile Computing},
booktitle = {The Practical Handbook of Internet Computing},
publisher = {Chapman and Hall/CRC},
year = {2004},
url = {https://doi.org/10.1201/9780203507223.ch36},
doi = {10.1201/9780203507223.CH36},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/crc/Avancha0PJ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cn/AvanchaUJP03,
author = {Sasikanth Avancha and
Jeffrey Undercoffer and
Anupam Joshi and
John Pinkston},
title = {Secure sensor networks for perimeter protection},
journal = {Comput. Networks},
volume = {43},
number = {4},
pages = {421--435},
year = {2003},
url = {https://doi.org/10.1016/S1389-1286(03)00352-9},
doi = {10.1016/S1389-1286(03)00352-9},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cn/AvanchaUJP03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigecom/AvanchaDPJY03,
author = {Sasikanth Avancha and
Peter D'Souza and
Filip Perich and
Anupam Joshi and
Yelena Yesha},
title = {{P2P} M-commerce in pervasive environments},
journal = {SIGecom Exch.},
volume = {3},
number = {4},
pages = {1--9},
year = {2003},
url = {https://doi.org/10.1145/844351.844353},
doi = {10.1145/844351.844353},
timestamp = {Thu, 04 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigecom/AvanchaDPJY03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cn/AvanchaKJFY02,
author = {Sasikanth Avancha and
Vlad Korolev and
Anupam Joshi and
Timothy W. Finin and
Yelena Yesha},
title = {On experiments with a transport protocol for pervasive computing environments},
journal = {Comput. Networks},
volume = {40},
number = {4},
pages = {515--535},
year = {2002},
url = {https://doi.org/10.1016/S1389-1286(02)00294-3},
doi = {10.1016/S1389-1286(02)00294-3},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cn/AvanchaKJFY02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/computer/AvanchaJF02,
author = {Sasikanth Avancha and
Anupam Joshi and
Timothy W. Finin},
title = {Enhanced Service Discovery in Bluetooth},
journal = {Computer},
volume = {35},
number = {6},
pages = {96--99},
year = {2002},
url = {https://doi.org/10.1109/MC.2002.1009177},
doi = {10.1109/MC.2002.1009177},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/computer/AvanchaJF02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcis/FininJKRAKCPC02,
author = {Timothy W. Finin and
Anupam Joshi and
Lalana Kagal and
Olga Ratsimore and
Sasikanth Avancha and
Vlad Korolev and
Harry Chen and
Filip Perich and
R. Scott Cost},
title = {Intelligent Agents for Mobile and Embedded Devices},
journal = {Int. J. Cooperative Inf. Syst.},
volume = {11},
number = {3},
pages = {205--230},
year = {2002},
url = {https://doi.org/10.1142/S021884300200056X},
doi = {10.1142/S021884300200056X},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcis/FininJKRAKCPC02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/winet/KagalKAJFY02,
author = {Lalana Kagal and
Vlad Korolev and
Sasikanth Avancha and
Anupam Joshi and
Timothy W. Finin and
Yelena Yesha},
title = {Centaurus: An Infrastructure for Service Management in Ubiquitous
Computing Environments},
journal = {Wirel. Networks},
volume = {8},
number = {6},
pages = {619--635},
year = {2002},
url = {https://doi.org/10.1023/A:1020385804671},
doi = {10.1023/A:1020385804671},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/winet/KagalKAJFY02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dexa/PerichACJY02,
author = {Filip Perich and
Sasikanth Avancha and
Dipanjan Chakraborty and
Anupam Joshi and
Yelena Yesha},
editor = {Abdelkader Hameurlain and
Rosine Cicchetti and
Roland Traunm{\"{u}}ller},
title = {Profile Driven Data Management for Pervasive Environments},
booktitle = {Database and Expert Systems Applications, 13th International Conference,
{DEXA} 2002, Aix-en-Provence, France, September 2-6, 2002, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2453},
pages = {361--370},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-46146-9\_36},
doi = {10.1007/3-540-46146-9\_36},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dexa/PerichACJY02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pdpta/BethalaJPAG02,
author = {Bhagyalaxmi Bethala and
Anupam Joshi and
Dhananjay S. Phatak and
Sasikanth Avancha and
Tom Goff},
editor = {Hamid R. Arabnia},
title = {Simulation of a Common Access Point for Bluetooth, 802.11 and Wired
LANs},
booktitle = {Proceedings of the International Conference on Parallel and Distributed
Processing Techniques and Applications, {PDPTA} '02, June 24 - 27,
2002, Las Vegas, Nevada, USA, Volume 2},
pages = {918--922},
publisher = {{CSREA} Press},
year = {2002},
timestamp = {Fri, 05 Dec 2003 09:24:01 +0100},
biburl = {https://dblp.org/rec/conf/pdpta/BethalaJPAG02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icccn/AvanchaKJF01,
author = {Sasikanth Avancha and
Vladimir Korolev and
Anupam Joshi and
Timothy W. Finin},
editor = {J. Jenny Li and
Ronald P. Luijten and
E. K. Park},
title = {Transport protocols in wireless networks},
booktitle = {Proceedings of the 10th International Conference on Computer Communications
and Networks, {ICCCN} 2001, 15-17 October, 2001, Scottsdale, Arizona,
{USA}},
pages = {310--317},
publisher = {{IEEE}},
year = {2001},
url = {https://doi.org/10.1109/ICCCN.2001.956278},
doi = {10.1109/ICCCN.2001.956278},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icccn/AvanchaKJF01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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