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ORCIDBibTeX records: Siddharth Samsi
@article{DBLP:journals/corr/abs-2401-16437,
author = {Mark S. Veillette and
James M. Kurdzo and
Phillip M. Stepanian and
John Y. N. Cho and
Siddharth Samsi and
Joseph McDonald},
title = {A Benchmark Dataset for Tornado Detection and Prediction using Full-Resolution
Polarimetric Weather Radar Data},
journal = {CoRR},
volume = {abs/2401.16437},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.16437},
doi = {10.48550/ARXIV.2401.16437},
eprinttype = {arXiv},
eprint = {2401.16437},
timestamp = {Thu, 08 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-16437.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-18593,
author = {Dan Zhao and
Siddharth Samsi and
Joseph McDonald and
Baolin Li and
David Bestor and
Michael Jones and
Devesh Tiwari and
Vijay Gadepally},
title = {Sustainable Supercomputing for {AI:} {GPU} Power Capping at {HPC}
Scale},
journal = {CoRR},
volume = {abs/2402.18593},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.18593},
doi = {10.48550/ARXIV.2402.18593},
eprinttype = {arXiv},
eprint = {2402.18593},
timestamp = {Tue, 26 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-18593.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/FreySASGCG23,
author = {Nathan C. Frey and
Ryan Soklaski and
Simon Axelrod and
Siddharth Samsi and
Rafael G{\'{o}}mez{-}Bombarelli and
Connor W. Coley and
Vijay Gadepally},
title = {Neural scaling of deep chemical models},
journal = {Nat. Mac. Intell.},
volume = {5},
number = {11},
pages = {1297--1305},
year = {2023},
url = {https://doi.org/10.1038/s42256-023-00740-3},
doi = {10.1038/S42256-023-00740-3},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/FreySASGCG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cloud/ZhaoSMLB0TG23,
author = {Dan Zhao and
Siddharth Samsi and
Joseph McDonald and
Baolin Li and
David Bestor and
Michael Jones and
Devesh Tiwari and
Vijay Gadepally},
title = {Sustainable Supercomputing for {AI:} {GPU} Power Capping at {HPC}
Scale},
booktitle = {Proceedings of the 2023 {ACM} Symposium on Cloud Computing, SoCC 2023,
Santa Cruz, CA, USA, 30 October 2023 - 1 November 2023},
pages = {588--596},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3620678.3624793},
doi = {10.1145/3620678.3624793},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cloud/ZhaoSMLB0TG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpdc/LiSGT23,
author = {Baolin Li and
Siddharth Samsi and
Vijay Gadepally and
Devesh Tiwari},
editor = {Ali Raza Butt and
Ningfang Mi and
Kyle Chard},
title = {Kairos: Building Cost-Efficient Machine Learning Inference Systems
with Heterogeneous Cloud Resources},
booktitle = {Proceedings of the 32nd International Symposium on High-Performance
Parallel and Distributed Computing, {HPDC} 2023, Orlando, FL, USA,
June 16-23, 2023},
pages = {3--16},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3588195.3592997},
doi = {10.1145/3588195.3592997},
timestamp = {Thu, 31 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hpdc/LiSGT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/ByunABBGHHJJKMMMMPRRSYK23,
author = {Chansup Byun and
William Arcand and
David Bestor and
Bill Bergeron and
Vijay Gadepally and
Michael Houle and
Matthew Hubbell and
Hayden Jananthan and
Michael Jones and
Anna Klein and
Peter Michaleas and
Lauren Milechin and
Guillermo Morales and
Julie Mullen and
Andrew Prout and
Albert Reuther and
Antonio Rosa and
Siddharth Samsi and
Charles Yee and
Jeremy Kepner},
title = {pPython Performance Study},
booktitle = {{IEEE} High Performance Extreme Computing Conference, {HPEC} 2023,
Boston, MA, USA, September 25-29, 2023},
pages = {1--7},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/HPEC58863.2023.10363604},
doi = {10.1109/HPEC58863.2023.10363604},
timestamp = {Mon, 22 Jan 2024 20:34:11 +0100},
biburl = {https://dblp.org/rec/conf/hpec/ByunABBGHHJJKMMMMPRRSYK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/EdelmanSMMG23,
author = {Daniel Edelman and
Siddharth Samsi and
Joseph McDonald and
Adam Michaleas and
Vijay Gadepally},
title = {An Analysis of Energy Requirement for Computer Vision Algorithms},
booktitle = {{IEEE} High Performance Extreme Computing Conference, {HPEC} 2023,
Boston, MA, USA, September 25-29, 2023},
pages = {1--7},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/HPEC58863.2023.10363596},
doi = {10.1109/HPEC58863.2023.10363596},
timestamp = {Mon, 22 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hpec/EdelmanSMMG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/JananthanKJABBBDGGHHKMMMMPPPPRRSTWYM23,
author = {Hayden Jananthan and
Jeremy Kepner and
Michael Jones and
William Arcand and
David Bestor and
William Bergeron and
Chansup Byun and
Timothy Davis and
Vijay Gadepally and
Daniel Grant and
Michael Houle and
Matthew Hubbell and
Anna Klein and
Lauren Milechin and
Guillermo Morales and
Andrew Morris and
Julie Mullen and
Ritesh Patel and
Alex Pentland and
Sandeep Pisharody and
Andrew Prout and
Albert Reuther and
Antonio Rosa and
Siddharth Samsi and
Tyler Trigg and
Gabriel Wachman and
Charles Yee and
Peter Michaleas},
title = {Mapping of Internet "Coastlines" via Large Scale Anonymized
Network Source Correlations},
booktitle = {{IEEE} High Performance Extreme Computing Conference, {HPEC} 2023,
Boston, MA, USA, September 25-29, 2023},
pages = {1--9},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/HPEC58863.2023.10363488},
doi = {10.1109/HPEC58863.2023.10363488},
timestamp = {Mon, 22 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hpec/JananthanKJABBBDGGHHKMMMMPPPPRRSTWYM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/JonesKPDABBBGHHJKMMMPPRRSYM23,
author = {Michael Jones and
Jeremy Kepner and
Andrew Prout and
Timothy Davis and
William Arcand and
David Bestor and
William Bergeron and
Chansup Byun and
Vijay Gadepally and
Micheal Houle and
Matthew Hubbell and
Hayden Jananthan and
Anna Klein and
Lauren Milechin and
Guillermo Morales and
Julie Mullen and
Ritesh Patel and
Sandeep Pisharody and
Albert Reuther and
Antonio Rosa and
Siddharth Samsi and
Charles Yee and
Peter Michaleas},
title = {Deployment of Real-Time Network Traffic Analysis Using GraphBLAS Hypersparse
Matrices and {D4M} Associative Arrays},
booktitle = {{IEEE} High Performance Extreme Computing Conference, {HPEC} 2023,
Boston, MA, USA, September 25-29, 2023},
pages = {1--8},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/HPEC58863.2023.10363581},
doi = {10.1109/HPEC58863.2023.10363581},
timestamp = {Mon, 22 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hpec/JonesKPDABBBGHHJKMMMPPRRSYM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/KepnerJDBDJABBGHHKMMMPPPPRRSTYM23,
author = {Jeremy Kepner and
Michael Jones and
Phil Dykstra and
Chansup Byun and
Timothy Davis and
Hayden Jananthan and
William Arcand and
David Bestor and
William Bergeron and
Vijay Gadepally and
Micheal Houle and
Matthew Hubbell and
Anna Klein and
Lauren Milechin and
Guillermo Morales and
Julie Mullen and
Ritesh Patel and
Alex Pentland and
Sandeep Pisharody and
Andrew Prout and
Albert Reuther and
Antonio Rosa and
Siddharth Samsi and
Tyler Trigg and
Charles Yee and
Peter Michaleas},
title = {Focusing and Calibration of Large Scale Network Sensors Using GraphBLAS
Anonymized Hypersparse Matrices},
booktitle = {{IEEE} High Performance Extreme Computing Conference, {HPEC} 2023,
Boston, MA, USA, September 25-29, 2023},
pages = {1--9},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/HPEC58863.2023.10363471},
doi = {10.1109/HPEC58863.2023.10363471},
timestamp = {Mon, 22 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hpec/KepnerJDBDJABBGHHKMMMPPPPRRSTYM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/ReutherMJGSK23,
author = {Albert Reuther and
Peter Michaleas and
Michael Jones and
Vijay Gadepally and
Siddharth Samsi and
Jeremy Kepner},
title = {Lincoln {AI} Computing Survey {(LAICS)} Update},
booktitle = {{IEEE} High Performance Extreme Computing Conference, {HPEC} 2023,
Boston, MA, USA, September 25-29, 2023},
pages = {1--7},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/HPEC58863.2023.10363568},
doi = {10.1109/HPEC58863.2023.10363568},
timestamp = {Mon, 22 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hpec/ReutherMJGSK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/SamsiZMLMJBKTG23,
author = {Siddharth Samsi and
Dan Zhao and
Joseph McDonald and
Baolin Li and
Adam Michaleas and
Michael Jones and
William Bergeron and
Jeremy Kepner and
Devesh Tiwari and
Vijay Gadepally},
title = {From Words to Watts: Benchmarking the Energy Costs of Large Language
Model Inference},
booktitle = {{IEEE} High Performance Extreme Computing Conference, {HPEC} 2023,
Boston, MA, USA, September 25-29, 2023},
pages = {1--9},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/HPEC58863.2023.10363447},
doi = {10.1109/HPEC58863.2023.10363447},
timestamp = {Mon, 22 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hpec/SamsiZMLMJBKTG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/LiRWSGT23,
author = {Baolin Li and
Rohan Basu Roy and
Daniel Wang and
Siddharth Samsi and
Vijay Gadepally and
Devesh Tiwari},
editor = {Dorian Arnold and
Rosa M. Badia and
Kathryn M. Mohror},
title = {Toward Sustainable {HPC:} Carbon Footprint Estimation and Environmental
Implications of {HPC} Systems},
booktitle = {Proceedings of the International Conference for High Performance Computing,
Networking, Storage and Analysis, {SC} 2023, Denver, CO, USA, November
12-17, 2023},
pages = {19:1--19:15},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3581784.3607035},
doi = {10.1145/3581784.3607035},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sc/LiRWSGT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/LiSGT23,
author = {Baolin Li and
Siddharth Samsi and
Vijay Gadepally and
Devesh Tiwari},
editor = {Dorian Arnold and
Rosa M. Badia and
Kathryn M. Mohror},
title = {Clover: Toward Sustainable {AI} with Carbon-Aware Machine Learning
Inference Service},
booktitle = {Proceedings of the International Conference for High Performance Computing,
Networking, Storage and Analysis, {SC} 2023, Denver, CO, USA, November
12-17, 2023},
pages = {20:1--20:15},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3581784.3607034},
doi = {10.1145/3581784.3607034},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sc/LiSGT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-11581,
author = {Dan Zhao and
Nathan C. Frey and
Joseph McDonald and
Matthew Hubbell and
David Bestor and
Michael Jones and
Andrew Prout and
Vijay Gadepally and
Siddharth Samsi},
title = {A Green(er) World for {A.I}},
journal = {CoRR},
volume = {abs/2301.11581},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.11581},
doi = {10.48550/ARXIV.2301.11581},
eprinttype = {arXiv},
eprint = {2301.11581},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-11581.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-09781,
author = {Baolin Li and
Siddharth Samsi and
Vijay Gadepally and
Devesh Tiwari},
title = {Green Carbon Footprint for Model Inference Serving via Exploiting
Mixed-Quality Models and {GPU} Partitioning},
journal = {CoRR},
volume = {abs/2304.09781},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.09781},
doi = {10.48550/ARXIV.2304.09781},
eprinttype = {arXiv},
eprint = {2304.09781},
timestamp = {Mon, 24 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-09781.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-13177,
author = {Baolin Li and
Siddharth Samsi and
Vijay Gadepally and
Devesh Tiwari},
title = {Sustainable {HPC:} Modeling, Characterization, and Implications of
Carbon Footprint in Modern {HPC} Systems},
journal = {CoRR},
volume = {abs/2306.13177},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.13177},
doi = {10.48550/ARXIV.2306.13177},
eprinttype = {arXiv},
eprint = {2306.13177},
timestamp = {Tue, 27 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-13177.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-01806,
author = {Jeremy Kepner and
Michael Jones and
Phil Dykstra and
Chansup Byun and
Timothy Davis and
Hayden Jananthan and
William Arcand and
David Bestor and
William Bergeron and
Vijay Gadepally and
Micheal Houle and
Matthew Hubbell and
Anna Klein and
Lauren Milechin and
Guillermo Morales and
Julie Mullen and
Ritesh Patel and
Alex Pentland and
Sandeep Pisharody and
Andrew Prout and
Albert Reuther and
Antonio Rosa and
Siddharth Samsi and
Tyler Trigg and
Charles Yee and
Peter Michaleas},
title = {Focusing and Calibration of Large Scale Network Sensors using GraphBLAS
Anonymized Hypersparse Matrices},
journal = {CoRR},
volume = {abs/2309.01806},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.01806},
doi = {10.48550/ARXIV.2309.01806},
eprinttype = {arXiv},
eprint = {2309.01806},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-01806.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-02464,
author = {Michael Jones and
Jeremy Kepner and
Andrew Prout and
Timothy Davis and
William Arcand and
David Bestor and
William Bergeron and
Chansup Byun and
Vijay Gadepally and
Micheal Houle and
Matthew Hubbell and
Hayden Jananthan and
Anna Klein and
Lauren Milechin and
Guillermo Morales and
Julie Mullen and
Ritesh Patel and
Sandeep Pisharody and
Albert Reuther and
Antonio Rosa and
Siddharth Samsi and
Charles Yee and
Peter Michaleas},
title = {Deployment of Real-Time Network Traffic Analysis using GraphBLAS Hypersparse
Matrices and {D4M} Associative Arrays},
journal = {CoRR},
volume = {abs/2309.02464},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.02464},
doi = {10.48550/ARXIV.2309.02464},
eprinttype = {arXiv},
eprint = {2309.02464},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-02464.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-03931,
author = {Chansup Byun and
William Arcand and
David Bestor and
Bill Bergeron and
Vijay Gadepally and
Michael Houle and
Matthew Hubbell and
Hayden Jananthan and
Michael Jones and
Anna Klein and
Peter Michaleas and
Lauren Milechin and
Guillermo Morales and
Julie Mullen and
Andrew Prout and
Albert Reuther and
Antonio Rosa and
Siddharth Samsi and
Charles Yee and
Jeremy Kepner},
title = {pPython Performance Study},
journal = {CoRR},
volume = {abs/2309.03931},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.03931},
doi = {10.48550/ARXIV.2309.03931},
eprinttype = {arXiv},
eprint = {2309.03931},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-03931.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-00522,
author = {Hayden Jananthan and
Jeremy Kepner and
Michael Jones and
William Arcand and
David Bestor and
William Bergeron and
Chansup Byun and
Timothy Davis and
Vijay Gadepally and
Daniel Grant and
Michael Houle and
Matthew Hubbell and
Anna Klein and
Lauren Milechin and
Guillermo Morales and
Andrew Morris and
Julie Mullen and
Ritesh Patel and
Alex Pentland and
Sandeep Pisharody and
Andrew Prout and
Albert Reuther and
Antonio Rosa and
Siddharth Samsi and
Tyler Trigg and
Gabriel Wachman and
Charles Yee and
Peter Michaleas},
title = {Mapping of Internet "Coastlines" via Large Scale Anonymized
Network Source Correlations},
journal = {CoRR},
volume = {abs/2310.00522},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.00522},
doi = {10.48550/ARXIV.2310.00522},
eprinttype = {arXiv},
eprint = {2310.00522},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-00522.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-03003,
author = {Siddharth Samsi and
Dan Zhao and
Joseph McDonald and
Baolin Li and
Adam Michaleas and
Michael Jones and
William Bergeron and
Jeremy Kepner and
Devesh Tiwari and
Vijay Gadepally},
title = {From Words to Watts: Benchmarking the Energy Costs of Large Language
Model Inference},
journal = {CoRR},
volume = {abs/2310.03003},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.03003},
doi = {10.48550/ARXIV.2310.03003},
eprinttype = {arXiv},
eprint = {2310.03003},
timestamp = {Thu, 19 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-03003.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-09145,
author = {Albert Reuther and
Peter Michaleas and
Michael Jones and
Vijay Gadepally and
Siddharth Samsi and
Jeremy Kepner},
title = {Lincoln {AI} Computing Survey {(LAICS)} Update},
journal = {CoRR},
volume = {abs/2310.09145},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.09145},
doi = {10.48550/ARXIV.2310.09145},
eprinttype = {arXiv},
eprint = {2310.09145},
timestamp = {Wed, 25 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-09145.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cloud/LiPSGT22,
author = {Baolin Li and
Tirthak Patel and
Siddharth Samsi and
Vijay Gadepally and
Devesh Tiwari},
editor = {Ada Gavrilovska and
Deniz Altinb{\"{u}}ken and
Carsten Binnig},
title = {{MISO:} exploiting multi-instance {GPU} capability on multi-tenant
{GPU} clusters},
booktitle = {Proceedings of the 13th Symposium on Cloud Computing, SoCC 2022, San
Francisco, California, November 7-11, 2022},
pages = {173--189},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3542929.3563510},
doi = {10.1145/3542929.3563510},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cloud/LiPSGT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpca/LiASPABBRBHHHJK22,
author = {Baolin Li and
Rohin Arora and
Siddharth Samsi and
Tirthak Patel and
William Arcand and
David Bestor and
Chansup Byun and
Rohan Basu Roy and
Bill Bergeron and
John T. Holodnak and
Michael Houle and
Matthew Hubbell and
Michael Jones and
Jeremy Kepner and
Anna Klein and
Peter Michaleas and
Joseph McDonald and
Lauren Milechin and
Julie Mullen and
Andrew Prout and
Benjamin Price and
Albert Reuther and
Antonio Rosa and
Matthew L. Weiss and
Charles Yee and
Daniel Edelman and
Allan Vanterpool and
Anson Cheng and
Vijay Gadepally and
Devesh Tiwari},
title = {AI-Enabling Workloads on Large-Scale GPU-Accelerated System: Characterization,
Opportunities, and Implications},
booktitle = {{IEEE} International Symposium on High-Performance Computer Architecture,
{HPCA} 2022, Seoul, South Korea, April 2-6, 2022},
pages = {1224--1237},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/HPCA53966.2022.00093},
doi = {10.1109/HPCA53966.2022.00093},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hpca/LiASPABBRBHHHJK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/ByunABBGHHJJKKM22,
author = {Chansup Byun and
William Arcand and
David Bestor and
Bill Bergeron and
Vijay Gadepally and
Michael Houle and
Matthew Hubbell and
Hayden Jananthan and
Michael Jones and
Kurt Keville and
Anna Klein and
Peter Michaleas and
Lauren Milechin and
Guillermo Morales and
Julie Mullen and
Andrew Prout and
Albert Reuther and
Antonio Rosa and
Siddharth Samsi and
Charles Yee and
Jeremy Kepner},
title = {pPython for Parallel Python Programming},
booktitle = {{IEEE} High Performance Extreme Computing Conference, {HPEC} 2022,
Waltham, MA, USA, September 19-23, 2022},
pages = {1--6},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/HPEC55821.2022.9926365},
doi = {10.1109/HPEC55821.2022.9926365},
timestamp = {Fri, 11 Nov 2022 16:53:15 +0100},
biburl = {https://dblp.org/rec/conf/hpec/ByunABBGHHJJKKM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/FreyLMZJBTGS22,
author = {Nathan C. Frey and
Baolin Li and
Joseph McDonald and
Dan Zhao and
Michael Jones and
David Bestor and
Devesh Tiwari and
Vijay Gadepally and
Siddharth Samsi},
title = {Benchmarking Resource Usage for Efficient Distributed Deep Learning},
booktitle = {{IEEE} High Performance Extreme Computing Conference, {HPEC} 2022,
Waltham, MA, USA, September 19-23, 2022},
pages = {1--8},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/HPEC55821.2022.9926375},
doi = {10.1109/HPEC55821.2022.9926375},
timestamp = {Fri, 11 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hpec/FreyLMZJBTGS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/JananthanMJABBB22,
author = {Hayden Jananthan and
Lauren Milechin and
Michael Jones and
William Arcand and
William Bergeron and
David Bestor and
Chansup Byun and
Michael Houle and
Matthew Hubbell and
Vijay Gadepally and
Anna Klein and
Peter Michaleas and
Guillermo Morales and
Julie Mullen and
Andrew Prout and
Albert Reuther and
Antonio Rosa and
Siddharth Samsi and
Charles Yee and
Jeremy Kepner},
title = {Python Implementation of the Dynamic Distributed Dimensional Data
Model},
booktitle = {{IEEE} High Performance Extreme Computing Conference, {HPEC} 2022,
Waltham, MA, USA, September 19-23, 2022},
pages = {1--8},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/HPEC55821.2022.9926316},
doi = {10.1109/HPEC55821.2022.9926316},
timestamp = {Sun, 22 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hpec/JananthanMJABBB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/JonesKABBcDABBB22,
author = {Michael Jones and
Jeremy Kepner and
Daniel Andersen and
Aydin Bulu{\c{c}} and
Chansup Byun and
kc claffy and
Timothy Davis and
William Arcand and
Jonathan Bernays and
David Bestor and
William Bergeron and
Vijay Gadepally and
Micheal Houle and
Matthew Hubbell and
Hayden Jananthan and
Anna Klein and
Chad R. Meiners and
Lauren Milechin and
Julie Mullen and
Sandeep Pisharody and
Andrew Prout and
Albert Reuther and
Antonio Rosa and
Siddharth Samsi and
Jon Sreekanth and
Doug Stetson and
Charles Yee and
Peter Michaleas},
title = {GraphBLAS on the Edge: Anonymized High Performance Streaming of Network
Traffic},
booktitle = {{IEEE} High Performance Extreme Computing Conference, {HPEC} 2022,
Waltham, MA, USA, September 19-23, 2022},
pages = {1--8},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/HPEC55821.2022.9926332},
doi = {10.1109/HPEC55821.2022.9926332},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hpec/JonesKABBcDABBB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/LiPGGST22,
author = {Baolin Li and
Tirthak Patel and
Vijay Gadepally and
Karen Gettings and
Siddharth Samsi and
Devesh Tiwari},
title = {{DASH:} Scheduling Deep Learning Workloads on Multi-Generational GPU-Accelerated
Clusters},
booktitle = {{IEEE} High Performance Extreme Computing Conference, {HPEC} 2022,
Waltham, MA, USA, September 19-23, 2022},
pages = {1--7},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/HPEC55821.2022.9926390},
doi = {10.1109/HPEC55821.2022.9926390},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hpec/LiPGGST22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/McDonaldKSVBJGS22,
author = {Joseph McDonald and
James M. Kurdzo and
Phillip M. Stepanian and
Mark Veillette and
David Bestor and
Michael Jones and
Vijay Gadepally and
Siddharth Samsi},
title = {Performance Estimation for Efficient Image Segmentation Training of
Weather Radar Algorithms},
booktitle = {{IEEE} High Performance Extreme Computing Conference, {HPEC} 2022,
Waltham, MA, USA, September 19-23, 2022},
pages = {1--7},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/HPEC55821.2022.9926400},
doi = {10.1109/HPEC55821.2022.9926400},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hpec/McDonaldKSVBJGS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/ReutherMJGSK22,
author = {Albert Reuther and
Peter Michaleas and
Michael Jones and
Vijay Gadepally and
Siddharth Samsi and
Jeremy Kepner},
title = {{AI} and {ML} Accelerator Survey and Trends},
booktitle = {{IEEE} High Performance Extreme Computing Conference, {HPEC} 2022,
Waltham, MA, USA, September 19-23, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/HPEC55821.2022.9926331},
doi = {10.1109/HPEC55821.2022.9926331},
timestamp = {Fri, 11 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hpec/ReutherMJGSK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/TriggMPJJMDWABB22,
author = {Tyler Trigg and
Chad R. Meiners and
Sandeep Pisharody and
Hayden Jananthan and
Michael Jones and
Adam Michaleas and
Timothy Davis and
Erik Welch and
William Arcand and
David Bestor and
William Bergeron and
Chansup Byun and
Vijay Gadepally and
Micheal Houle and
Matthew Hubbell and
Anna Klein and
Peter Michaleas and
Lauren Milechin and
Julie Mullen and
Andrew Prout and
Albert Reuther and
Antonio Rosa and
Siddharth Samsi and
Doug Stetson and
Charles Yee and
Jeremy Kepner},
title = {Hypersparse Network Flow Analysis of Packets with GraphBLAS},
booktitle = {{IEEE} High Performance Extreme Computing Conference, {HPEC} 2022,
Waltham, MA, USA, September 19-23, 2022},
pages = {1--7},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/HPEC55821.2022.9926320},
doi = {10.1109/HPEC55821.2022.9926320},
timestamp = {Fri, 11 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hpec/TriggMPJJMDWABB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/WeissMBYEJPBMGS22,
author = {Matthew L. Weiss and
Joseph McDonald and
David Bestor and
Charles Yee and
Daniel Edelman and
Michael Jones and
Andrew Prout and
Andrew Bowne and
Lindsey McEvoy and
Vijay Gadepally and
Siddharth Samsi},
title = {An Evaluation of Low Overhead Time Series Preprocessing Techniques
for Downstream Machine Learning},
booktitle = {{IEEE} High Performance Extreme Computing Conference, {HPEC} 2022,
Waltham, MA, USA, September 19-23, 2022},
pages = {1--6},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/HPEC55821.2022.9926406},
doi = {10.1109/HPEC55821.2022.9926406},
timestamp = {Fri, 11 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hpec/WeissMBYEJPBMGS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/KepnerJABBcDABB22,
author = {Jeremy Kepner and
Michael Jones and
Daniel Andersen and
Aydin Bulu{\c{c}} and
Chansup Byun and
kc claffy and
Timothy Davis and
William Arcand and
Jonathan Bernays and
David Bestor and
William Bergeron and
Vijay Gadepally and
Daniel Grant and
Micheal Houle and
Matthew Hubbell and
Hayden Jananthan and
Anna Klein and
Chad R. Meiners and
Lauren Milechin and
Andrew Morris and
Julie Mullen and
Sandeep Pisharody and
Andrew Prout and
Albert Reuther and
Antonio Rosa and
Siddharth Samsi and
Doug Stetson and
Charles Yee and
Peter Michaleas},
title = {Temporal Correlation of Internet Observatories and Outposts},
booktitle = {{IEEE} International Parallel and Distributed Processing Symposium,
{IPDPS} Workshops 2022, Lyon, France, May 30 - June 3, 2022},
pages = {247--254},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IPDPSW55747.2022.00054},
doi = {10.1109/IPDPSW55747.2022.00054},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ipps/KepnerJABBcDABB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/TangCWFMBYABBEH22,
author = {Benny J. Tang and
Qiqi Chen and
Matthew L. Weiss and
Nathan C. Frey and
Joseph McDonald and
David Bestor and
Charles Yee and
William Arcand and
William Bergeron and
Chansup Byun and
Daniel Edelman and
Michael Houle and
Matthew Hubbell and
Michael Jones and
Jeremy Kepner and
Anna Klein and
Adam Michaleas and
Peter Michaleas and
Lauren Milechin and
Julia S. Mullen and
Andrew Prout and
Albert Reuther and
Antonio Rosa and
Andrew Bowne and
Lindsey McEvoy and
Baolin Li and
Devesh Tiwari and
Vijay Gadepally and
Siddharth Samsi},
title = {The {MIT} Supercloud Workload Classification Challenge},
booktitle = {{IEEE} International Parallel and Distributed Processing Symposium,
{IPDPS} Workshops 2022, Lyon, France, May 30 - June 3, 2022},
pages = {708--714},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IPDPSW55747.2022.00122},
doi = {10.1109/IPDPSW55747.2022.00122},
timestamp = {Wed, 21 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ipps/TangCWFMBYABBEH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/ZhaoFGS22,
author = {Dan Zhao and
Nathan C. Frey and
Vijay Gadepally and
Siddharth Samsi},
title = {Loss Curve Approximations for Fast Neural Architecture Ranking {\&}
Training Elasticity Estimation},
booktitle = {{IEEE} International Parallel and Distributed Processing Symposium,
{IPDPS} Workshops 2022, Lyon, France, May 30 - June 3, 2022},
pages = {715--723},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IPDPSW55747.2022.00123},
doi = {10.1109/IPDPSW55747.2022.00123},
timestamp = {Mon, 08 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ipps/ZhaoFGS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/LiGST22,
author = {Baolin Li and
Vijay Gadepally and
Siddharth Samsi and
Devesh Tiwari},
title = {Characterizing Multi-Instance {GPU} for Machine Learning Workloads},
booktitle = {{IEEE} International Parallel and Distributed Processing Symposium,
{IPDPS} Workshops 2022, Lyon, France, May 30 - June 3, 2022},
pages = {724--731},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IPDPSW55747.2022.00124},
doi = {10.1109/IPDPSW55747.2022.00124},
timestamp = {Mon, 08 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ipps/LiGST22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/FreyZAJBGGS22,
author = {Nathan C. Frey and
Dan Zhao and
Simon Axelrod and
Michael Jones and
David Bestor and
Vijay Gadepally and
Rafael G{\'{o}}mez{-}Bombarelli and
Siddharth Samsi},
title = {Energy-aware neural architecture selection and hyperparameter optimization},
booktitle = {{IEEE} International Parallel and Distributed Processing Symposium,
{IPDPS} Workshops 2022, Lyon, France, May 30 - June 3, 2022},
pages = {732--741},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IPDPSW55747.2022.00125},
doi = {10.1109/IPDPSW55747.2022.00125},
timestamp = {Mon, 08 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ipps/FreyZAJBGGS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/ZhaoFMHBJPGS22,
author = {Dan Zhao and
Nathan C. Frey and
Joseph McDonald and
Matthew Hubbell and
David Bestor and
Michael Jones and
Andrew Prout and
Vijay Gadepally and
Siddharth Samsi},
title = {A Green(er) World for {A.I}},
booktitle = {{IEEE} International Parallel and Distributed Processing Symposium,
{IPDPS} Workshops 2022, Lyon, France, May 30 - June 3, 2022},
pages = {742--750},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IPDPSW55747.2022.00126},
doi = {10.1109/IPDPSW55747.2022.00126},
timestamp = {Mon, 08 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ipps/ZhaoFMHBJPGS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/McDonaldLFTGS22,
author = {Joseph McDonald and
Baolin Li and
Nathan C. Frey and
Devesh Tiwari and
Vijay Gadepally and
Siddharth Samsi},
editor = {Marine Carpuat and
Marie{-}Catherine de Marneffe and
Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z},
title = {Great Power, Great Responsibility: Recommendations for Reducing Energy
for Training Language Models},
booktitle = {Findings of the Association for Computational Linguistics: {NAACL}
2022, Seattle, WA, United States, July 10-15, 2022},
pages = {1962--1970},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-naacl.151},
doi = {10.18653/V1/2022.FINDINGS-NAACL.151},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/McDonaldLFTGS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/crc/22/KepnerCcGMMABBBH00PRRSYM22,
author = {Jeremy Kepner and
Kenjiro Cho and
kc claffy and
Vijay Gadepally and
Sarah McGuire and
Lauren Milechin and
William Arcand and
David Bestor and
William Bergeron and
Chansup Byun and
Matthew Hubbell and
Michael Houle and
Michael Jones and
Andrew Prout and
Albert Reuther and
Antonio Rosa and
Siddharth Samsi and
Charles Yee and
Peter Michaleas},
editor = {David A. Bader},
title = {New Phenomena in Large-Scale Internet Traffic},
booktitle = {Massive Graph Analytics},
pages = {241--285},
publisher = {Chapman and Hall/CRC},
year = {2022},
url = {https://doi.org/10.1201/9781003033707-13},
doi = {10.1201/9781003033707-13},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/books/crc/22/KepnerCcGMMABBBH00PRRSYM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/crc/22/MilechinHJKMPSYG22,
author = {Lauren Milechin and
Shana Hutchison and
Hayden Jananthan and
Jeremy Kepner and
Benjamin A. Miller and
Andrew Prout and
Siddharth Samsi and
Charles Yee and
Vijay Gadepally},
editor = {David A. Bader},
title = {Graphulo: Linear Algebra Graph Kernels},
booktitle = {Massive Graph Analytics},
pages = {525--548},
publisher = {Chapman and Hall/CRC},
year = {2022},
url = {https://doi.org/10.1201/9781003033707-25},
doi = {10.1201/9781003033707-25},
timestamp = {Wed, 22 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/books/crc/22/MilechinHJKMPSYG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-06096,
author = {Jeremy Kepner and
Kenjiro Cho and
Kimberly C. Claffy and
Vijay Gadepally and
Sarah McGuire and
Lauren Milechin and
William Arcand and
David Bestor and
William Bergeron and
Chansup Byun and
Matthew Hubbell and
Michael Houle and
Michael Jones and
Andrew Prout and
Albert Reuther and
Antonio Rosa and
Siddharth Samsi and
Charles Yee and
Peter Michaleas},
title = {New Phenomena in Large-Scale Internet Traffic},
journal = {CoRR},
volume = {abs/2201.06096},
year = {2022},
url = {https://arxiv.org/abs/2201.06096},
eprinttype = {arXiv},
eprint = {2201.06096},
timestamp = {Wed, 21 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-06096.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-12423,
author = {Nathan C. Frey and
Baolin Li and
Joseph McDonald and
Dan Zhao and
Michael Jones and
David Bestor and
Devesh Tiwari and
Vijay Gadepally and
Siddharth Samsi},
title = {Benchmarking Resource Usage for Efficient Distributed Deep Learning},
journal = {CoRR},
volume = {abs/2201.12423},
year = {2022},
url = {https://arxiv.org/abs/2201.12423},
eprinttype = {arXiv},
eprint = {2201.12423},
timestamp = {Wed, 02 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-12423.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-10230,
author = {Jeremy Kepner and
Michael Jones and
Daniel Andersen and
Aydin Bulu{\c{c}} and
Chansup Byun and
Kimberly C. Claffy and
Timothy Davis and
William Arcand and
Jonathan Bernays and
David Bestor and
William Bergeron and
Vijay Gadepally and
Daniel Grant and
Micheal Houle and
Matthew Hubbell and
Hayden Jananthan and
Anna Klein and
Chad R. Meiners and
Lauren Milechin and
Andrew Morris and
Julie Mullen and
Sandeep Pisharody and
Andrew Prout and
Albert Reuther and
Antonio Rosa and
Siddharth Samsi and
Doug Stetson and
Charles Yee and
Peter Michaleas},
title = {Temporal Correlation of Internet Observatories and Outposts},
journal = {CoRR},
volume = {abs/2203.10230},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.10230},
doi = {10.48550/ARXIV.2203.10230},
eprinttype = {arXiv},
eprint = {2203.10230},
timestamp = {Mon, 28 Mar 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-10230.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-13934,
author = {Michael Jones and
Jeremy Kepner and
Daniel Andersen and
Aydin Bulu{\c{c}} and
Chansup Byun and
Kimberly C. Claffy and
Timothy Davis and
William Arcand and
Jonathan Bernays and
David Bestor and
William Bergeron and
Vijay Gadepally and
Micheal Houle and
Matthew Hubbell and
Hayden Jananthan and
Anna Klein and
Chad R. Meiners and
Lauren Milechin and
Julie Mullen and
Sandeep Pisharody and
Andrew Prout and
Albert Reuther and
Antonio Rosa and
Siddharth Samsi and
Jon Sreekanth and
Doug Stetson and
Charles Yee and
Peter Michaleas},
title = {GraphBLAS on the Edge: High Performance Streaming of Network Traffic},
journal = {CoRR},
volume = {abs/2203.13934},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.13934},
doi = {10.48550/ARXIV.2203.13934},
eprinttype = {arXiv},
eprint = {2203.13934},
timestamp = {Mon, 04 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-13934.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-05839,
author = {Benny J. Tang and
Qiqi Chen and
Matthew L. Weiss and
Nathan C. Frey and
Joseph McDonald and
David Bestor and
Charles Yee and
William Arcand and
Chansup Byun and
Daniel Edelman and
Matthew Hubbell and
Michael Jones and
Jeremy Kepner and
Anna Klein and
Adam Michaleas and
Peter Michaleas and
Lauren Milechin and
Julia S. Mullen and
Andrew Prout and
Albert Reuther and
Antonio Rosa and
Andrew Bowne and
Lindsey McEvoy and
Baolin Li and
Devesh Tiwari and
Vijay Gadepally and
Siddharth Samsi},
title = {The {MIT} Supercloud Workload Classification Challenge},
journal = {CoRR},
volume = {abs/2204.05839},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.05839},
doi = {10.48550/ARXIV.2204.05839},
eprinttype = {arXiv},
eprint = {2204.05839},
timestamp = {Tue, 19 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-05839.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-09646,
author = {Joseph McDonald and
Baolin Li and
Nathan C. Frey and
Devesh Tiwari and
Vijay Gadepally and
Siddharth Samsi},
title = {Great Power, Great Responsibility: Recommendations for Reducing Energy
for Training Language Models},
journal = {CoRR},
volume = {abs/2205.09646},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.09646},
doi = {10.48550/ARXIV.2205.09646},
eprinttype = {arXiv},
eprint = {2205.09646},
timestamp = {Mon, 23 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-09646.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-07033,
author = {Vijay Gadepally and
Gregory Angelides and
Andrei Barbu and
Andrew Bowne and
Laura J. Brattain and
Tamara Broderick and
Armando Cabrera and
Glenn Carl and
Ronisha Carter and
Miriam Cha and
Emilie Cowen and
Jesse Cummings and
Bill Freeman and
James R. Glass and
Sam Goldberg and
Mark Hamilton and
Thomas Heldt and
Kuan Wei Huang and
Phillip Isola and
Boris Katz and
Jamie Koerner and
Yen{-}Chen Lin and
David Mayo and
Kyle McAlpin and
Taylor Perron and
Jean E. Piou and
Hrishikesh M. Rao and
Hayley Reynolds and
Kaira Samuel and
Siddharth Samsi and
Morgan Schmidt and
Leslie Shing and
Olga Simek and
Brandon Swenson and
Vivienne Sze and
Jonathan Taylor and
Paul Tylkin and
Mark Veillette and
Matthew L. Weiss and
Allan B. Wollaber and
Sophia Yuditskaya and
Jeremy Kepner},
title = {Developing a Series of {AI} Challenges for the United States Department
of the Air Force},
journal = {CoRR},
volume = {abs/2207.07033},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.07033},
doi = {10.48550/ARXIV.2207.07033},
eprinttype = {arXiv},
eprint = {2207.07033},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-07033.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-11428,
author = {Baolin Li and
Tirthak Patel and
Siddharth Samsi and
Vijay Gadepally and
Devesh Tiwari},
title = {Using Multi-Instance {GPU} for Efficient Operation of Multi-Tenant
{GPU} Clusters},
journal = {CoRR},
volume = {abs/2207.11428},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.11428},
doi = {10.48550/ARXIV.2207.11428},
eprinttype = {arXiv},
eprint = {2207.11428},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-11428.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-14908,
author = {Chansup Byun and
William Arcand and
David Bestor and
Bill Bergeron and
Vijay Gadepally and
Michael Houle and
Matthew Hubbell and
Hayden Jananthan and
Michael Jones and
Kurt Keville and
Anna Klein and
Peter Michaleas and
Lauren Milechin and
Guillermo Morales and
Julie Mullen and
Andrew Prout and
Albert Reuther and
Antonio Rosa and
Siddharth Samsi and
Charles Yee and
Jeremy Kepner},
title = {pPython for Parallel Python Programming},
journal = {CoRR},
volume = {abs/2208.14908},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.14908},
doi = {10.48550/ARXIV.2208.14908},
eprinttype = {arXiv},
eprint = {2208.14908},
timestamp = {Wed, 21 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-14908.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-00602,
author = {Hayden Jananthan and
Lauren Milechin and
Michael Jones and
William Arcand and
William Bergeron and
David Bestor and
Chansup Byun and
Michael Houle and
Matthew Hubbell and
Vijay Gadepally and
Anna Klein and
Peter Michaleas and
Guillermo Morales and
Julie Mullen and
Andrew Prout and
Albert Reuther and
Antonio Rosa and
Siddharth Samsi and
Charles Yee and
Jeremy Kepner},
title = {Python Implementation of the Dynamic Distributed Dimensional Data
Model},
journal = {CoRR},
volume = {abs/2209.00602},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.00602},
doi = {10.48550/ARXIV.2209.00602},
eprinttype = {arXiv},
eprint = {2209.00602},
timestamp = {Wed, 21 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-00602.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-05300,
author = {Matthew L. Weiss and
Joseph McDonald and
David Bestor and
Charles Yee and
Daniel Edelman and
Michael Jones and
Andrew Prout and
Andrew Bowne and
Lindsey McEvoy and
Vijay Gadepally and
Siddharth Samsi},
title = {An Evaluation of Low Overhead Time Series Preprocessing Techniques
for Downstream Machine Learning},
journal = {CoRR},
volume = {abs/2209.05300},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.05300},
doi = {10.48550/ARXIV.2209.05300},
eprinttype = {arXiv},
eprint = {2209.05300},
timestamp = {Tue, 27 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-05300.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-05725,
author = {Tyler Trigg and
Chad R. Meiners and
Sandeep Pisharody and
Hayden Jananthan and
Michael Jones and
Adam Michaleas and
Timothy Davis and
Erik Welch and
William Arcand and
David Bestor and
William Bergeron and
Chansup Byun and
Vijay Gadepally and
Micheal Houle and
Matthew Hubbell and
Anna Klein and
Peter Michaleas and
Lauren Milechin and
Julie Mullen and
Andrew Prout and
Albert Reuther and
Antonio Rosa and
Siddharth Samsi and
Doug Stetson and
Charles Yee and
Jeremy Kepner},
title = {Hypersparse Network Flow Analysis of Packets with GraphBLAS},
journal = {CoRR},
volume = {abs/2209.05725},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.05725},
doi = {10.48550/ARXIV.2209.05725},
eprinttype = {arXiv},
eprint = {2209.05725},
timestamp = {Tue, 27 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-05725.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-04055,
author = {Albert Reuther and
Peter Michaleas and
Michael Jones and
Vijay Gadepally and
Siddharth Samsi and
Jeremy Kepner},
title = {{AI} and {ML} Accelerator Survey and Trends},
journal = {CoRR},
volume = {abs/2210.04055},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.04055},
doi = {10.48550/ARXIV.2210.04055},
eprinttype = {arXiv},
eprint = {2210.04055},
timestamp = {Wed, 12 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-04055.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-05889,
author = {Baolin Li and
Siddharth Samsi and
Vijay Gadepally and
Devesh Tiwari},
title = {Building Heterogeneous Cloud System for Machine Learning Inference},
journal = {CoRR},
volume = {abs/2210.05889},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.05889},
doi = {10.48550/ARXIV.2210.05889},
eprinttype = {arXiv},
eprint = {2210.05889},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-05889.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/BergeronHSWABBG21,
author = {Bill Bergeron and
Matthew Hubbell and
Dylan Sequeira and
Winter Williams and
William Arcand and
David Bestor and
Chansup Byun and
Vijay Gadepally and
Michael Houle and
Michael Jones and
Anna Klien and
Peter Michaleas and
Lauren Milechin and
Julie Mullen and
Andrew Prout and
Albert Reuther and
Antonio Rosa and
Siddharth Samsi and
Charles Yee and
Jeremy Kepner},
title = {3D Real-Time Supercomputer Monitoring},
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/HPEC49654.2021.9622787},
doi = {10.1109/HPEC49654.2021.9622787},
timestamp = {Wed, 21 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hpec/BergeronHSWABBG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/ByunABBGHHJKMMM21,
author = {Chansup Byun and
William Arcand and
David Bestor and
Bill Bergeron and
Vijay Gadepally and
Michael Houle and
Matthew Hubbell and
Michael Jones and
Anna Klein and
Peter Michaleas and
Lauren Milechin and
Julie Mullen and
Andrew Prout and
Albert Reuther and
Antonio Rosa and
Siddharth Samsi and
Charles Yee and
Jeremy Kepner},
title = {Node-Based Job Scheduling for Large Scale Simulations of Short Running
Jobs},
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/HPEC49654.2021.9622870},
doi = {10.1109/HPEC49654.2021.9622870},
timestamp = {Wed, 21 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hpec/ByunABBGHHJKMMM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/KepnerDBABBGHHJ21,
author = {Jeremy Kepner and
Tim Davis and
Chansup Byun and
William Arcand and
David Bestor and
William Bergeron and
Vijay Gadepally and
Michael Houle and
Matthew Hubbell and
Michael Jones and
Anna Klein and
Lauren Milechin and
Julie Mullen and
Andrew Prout and
Albert Reuther and
Antonio Rosa and
Siddharth Samsi and
Charles Yee and
Peter Michaleas},
title = {Vertical, Temporal, and Horizontal Scaling of Hierarchical Hypersparse
GraphBLAS Matrices},
booktitle = {2021 {IEEE} High Performance Extreme Computing Conference, {HPEC}
2021, Waltham, MA, USA, September 20-24, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/HPEC49654.2021.9622802},
doi = {10.1109/HPEC49654.2021.9622802},
timestamp = {Wed, 21 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hpec/KepnerDBABBGHHJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/KepnerJABBCDABB21,
author = {Jeremy Kepner and
Michael Jones and
Daniel Andersen and
Aydin Bulu{\c{c}} and
Chansup Byun and
Kimberly C. Claffy and
Timothy Davis and
William Arcand and
Jonathan Bernays and
David Bestor and
William Bergeron and
Vijay Gadepally and
Micheal Houle and
Matthew Hubbell and
Anna Klein and
Chad R. Meiners and
Lauren Milechin and
Julie Mullen and
Sandeep Pisharody and
Andrew Prout and
Albert Reuther and
Antonio Rosa and
Siddharth Samsi and
Doug Stetson and
Adam Tse and
Charles Yee and
Peter Michaleas},
title = {Spatial Temporal Analysis of 40, 000, 000, 000, 000 Internet Darkspace
Packets},
booktitle = {2021 {IEEE} High Performance Extreme Computing Conference, {HPEC}
2021, Waltham, MA, USA, September 20-24, 2021},
pages = {1--8},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/HPEC49654.2021.9622790},
doi = {10.1109/HPEC49654.2021.9622790},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hpec/KepnerJABBCDABB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/LiGSVT21,
author = {Baolin Li and
Vijay Gadepally and
Siddharth Samsi and
Mark S. Veillette and
Devesh Tiwari},
title = {Serving Machine Learning Inference Using Heterogeneous Hardware},
booktitle = {2021 {IEEE} High Performance Extreme Computing Conference, {HPEC}
2021, Waltham, MA, USA, September 20-24, 2021},
pages = {1--8},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/HPEC49654.2021.9622863},
doi = {10.1109/HPEC49654.2021.9622863},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hpec/LiGSVT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/McDonaldSEBKG21,
author = {Joseph McDonald and
Siddharth Samsi and
Daniel Edelman and
Chansup Byun and
Jeremy Kepner and
Vijay Gadepally},
title = {Improved Compression for Word Embeddings by Scaling Principal Components},
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/HPEC49654.2021.9622825},
doi = {10.1109/HPEC49654.2021.9622825},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hpec/McDonaldSEBKG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/ReutherMJGSK21,
author = {Albert Reuther and
Peter Michaleas and
Michael Jones and
Vijay Gadepally and
Siddharth Samsi and
Jeremy Kepner},
title = {{AI} Accelerator Survey and Trends},
booktitle = {2021 {IEEE} High Performance Extreme Computing Conference, {HPEC}
2021, Waltham, MA, USA, September 20-24, 2021},
pages = {1--9},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/HPEC49654.2021.9622867},
doi = {10.1109/HPEC49654.2021.9622867},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hpec/ReutherMJGSK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/SamsiWBLJREABHH21,
author = {Siddharth Samsi and
Matthew L. Weiss and
David Bestor and
Baolin Li and
Michael Jones and
Albert Reuther and
Daniel Edelman and
William Arcand and
Chansup Byun and
John Holodnack and
Matthew Hubbell and
Jeremy Kepner and
Anna Klein and
Joseph McDonald and
Adam Michaleas and
Peter Michaleas and
Lauren Milechin and
Julia S. Mullen and
Charles Yee and
Benjamin Price and
Andrew Prout and
Antonio Rosa and
Allan Vanterpool and
Lindsey McEvoy and
Anson Cheng and
Devesh Tiwari and
Vijay Gadepally},
title = {The {MIT} Supercloud Dataset},
booktitle = {2021 {IEEE} High Performance Extreme Computing Conference, {HPEC}
2021, Waltham, MA, USA, September 20-24, 2021},
pages = {1--8},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/HPEC49654.2021.9622850},
doi = {10.1109/HPEC49654.2021.9622850},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hpec/SamsiWBLJREABHH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/SamuelGJJMPPSSY21,
author = {Kaira Samuel and
Vijay Gadepally and
David Jacobs and
Michael Jones and
Kyle McAlpin and
Kyle Palko and
Ben Paulk and
Sid Samsi and
Ho Chit Siu and
Charles Yee and
Jeremy Kepner},
title = {Maneuver Identification Challenge},
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/HPEC49654.2021.9622788},
doi = {10.1109/HPEC49654.2021.9622788},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hpec/SamuelGJJMPPSSY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/SamuelKJMGABBBH21,
author = {Kaira Samuel and
Jeremy Kepner and
Michael Jones and
Lauren Milechin and
Vijay Gadepally and
William Arcand and
David Bestor and
William Bergeron and
Chansup Byun and
Matthew Hubbell and
Michael Houle and
Anna Klein and
Victor Lopez and
Julie Mullen and
Andrew Prout and
Albert Reuther and
Antonio Rosa and
Sid Samsi and
Charles Yee and
Peter Michaleas},
title = {Supercomputing Enabled Deployable Analytics for Disaster Response},
booktitle = {2021 {IEEE} High Performance Extreme Computing Conference, {HPEC}
2021, Waltham, MA, USA, September 20-24, 2021},
pages = {1--5},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/HPEC49654.2021.9622808},
doi = {10.1109/HPEC49654.2021.9622808},
timestamp = {Wed, 21 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hpec/SamuelKJMGABBBH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-02037,
author = {Siddharth Samsi and
Matthew L. Weiss and
David Bestor and
Baolin Li and
Michael Jones and
Albert Reuther and
Daniel Edelman and
William Arcand and
Chansup Byun and
John Holodnack and
Matthew Hubbell and
Jeremy Kepner and
Anna Klein and
Joseph McDonald and
Adam Michaleas and
Peter Michaleas and
Lauren Milechin and
Julia S. Mullen and
Charles Yee and
Benjamin Price and
Andrew Prout and
Antonio Rosa and
Allan Vanterpool and
Lindsey McEvoy and
Anson Cheng and
Devesh Tiwari and
Vijay Gadepally},
title = {The {MIT} Supercloud Dataset},
journal = {CoRR},
volume = {abs/2108.02037},
year = {2021},
url = {https://arxiv.org/abs/2108.02037},
eprinttype = {arXiv},
eprint = {2108.02037},
timestamp = {Thu, 05 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-02037.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-06650,
author = {Jeremy Kepner and
Tim Davis and
Chansup Byun and
William Arcand and
David Bestor and
William Bergeron and
Vijay Gadepally and
Matthew Hubbell and
Michael Houle and
Michael Jones and
Anna Klein and
Lauren Milechin and
Julie Mullen and
Andrew Prout and
Albert Reuther and
Antonio Rosa and
Siddharth Samsi and
Charles Yee and
Peter Michaleas},
title = {Vertical, Temporal, and Horizontal Scaling of Hierarchical Hypersparse
GraphBLAS Matrices},
journal = {CoRR},
volume = {abs/2108.06650},
year = {2021},
url = {https://arxiv.org/abs/2108.06650},
eprinttype = {arXiv},
eprint = {2108.06650},
timestamp = {Wed, 21 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-06650.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-06653,
author = {Jeremy Kepner and
Michael Jones and
Daniel Andersen and
Aydin Bulu{\c{c}} and
Chansup Byun and
Kimberly C. Claffy and
Timothy Davis and
William Arcand and
Jonathan Bernays and
David Bestor and
William Bergeron and
Vijay Gadepally and
Micheal Houle and
Matthew Hubbell and
Anna Klein and
Chad R. Meiners and
Lauren Milechin and
Julie Mullen and
Sandeep Pisharody and
Andrew Prout and
Albert Reuther and
Antonio Rosa and
Siddharth Samsi and
Doug Stetson and
Adam Tse and
Charles Yee and
Peter Michaleas},
title = {Spatial Temporal Analysis of 40, 000, 000, 000, 000 Internet Darkspace
Packets},
journal = {CoRR},
volume = {abs/2108.06653},
year = {2021},
url = {https://arxiv.org/abs/2108.06653},
eprinttype = {arXiv},
eprint = {2108.06653},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-06653.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-11359,
author = {Chansup Byun and
William Arcand and
David Bestor and
Bill Bergeron and
Vijay Gadepally and
Michael Houle and
Matthew Hubbell and
Michael Jones and
Anna Klein and
Peter Michaleas and
Lauren Milechin and
Julie Mullen and
Andrew Prout and
Albert Reuther and
Antonio Rosa and
Siddharth Samsi and
Charles Yee and
Jeremy Kepner},
title = {Node-Based Job Scheduling for Large Scale Simulations of Short Running
Jobs},
journal = {CoRR},
volume = {abs/2108.11359},
year = {2021},
url = {https://arxiv.org/abs/2108.11359},
eprinttype = {arXiv},
eprint = {2108.11359},
timestamp = {Wed, 21 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-11359.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-11503,
author = {Kaira Samuel and
Vijay Gadepally and
David Jacobs and
Michael Jones and
Kyle McAlpin and
Kyle Palko and
Ben Paulk and
Sid Samsi and
Ho Chit Siu and
Charles Yee and
Jeremy Kepner},
title = {Maneuver Identification Challenge},
journal = {CoRR},
volume = {abs/2108.11503},
year = {2021},
url = {https://arxiv.org/abs/2108.11503},
eprinttype = {arXiv},
eprint = {2108.11503},
timestamp = {Fri, 27 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-11503.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-11525,
author = {Kaira Samuel and
Jeremy Kepner and
Michael Jones and
Lauren Milechin and
Vijay Gadepally and
William Arcand and
David Bestor and
William Bergeron and
Chansup Byun and
Matthew Hubbell and
Michael Houle and
Anna Klein and
Victor Lopez and
Julie Mullen and
Andrew Prout and
Albert Reuther and
Antonio Rosa and
Sid Samsi and
Charles Yee and
Peter Michaleas},
title = {Supercomputing Enabled Deployable Analytics for Disaster Response},
journal = {CoRR},
volume = {abs/2108.11525},
year = {2021},
url = {https://arxiv.org/abs/2108.11525},
eprinttype = {arXiv},
eprint = {2108.11525},
timestamp = {Wed, 21 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-11525.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-04532,
author = {Bill Bergeron and
Matthew Hubbell and
Dylan Sequeira and
Winter Williams and
William Arcand and
David Bestor and
Chansup Byun and
Vijay Gadepally and
Michael Houle and
Michael Jones and
Anna Klien and
Peter Michaleas and
Lauren Milechin and
Julie Mullen and
Andrew Prout and
Albert Reuther and
Antonio Rosa and
Siddharth Samsi and
Charles Yee and
Jeremy Kepner},
title = {3D Real-Time Supercomputer Monitoring},
journal = {CoRR},
volume = {abs/2109.04532},
year = {2021},
url = {https://arxiv.org/abs/2109.04532},
eprinttype = {arXiv},
eprint = {2109.04532},
timestamp = {Wed, 21 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-04532.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-08957,
author = {Albert Reuther and
Peter Michaleas and
Michael Jones and
Vijay Gadepally and
Siddharth Samsi and
Jeremy Kepner},
title = {{AI} Accelerator Survey and Trends},
journal = {CoRR},
volume = {abs/2109.08957},
year = {2021},
url = {https://arxiv.org/abs/2109.08957},
eprinttype = {arXiv},
eprint = {2109.08957},
timestamp = {Mon, 27 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-08957.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-07140,
author = {Matthew L. Weiss and
Nathan C. Frey and
Siddharth Samsi and
Randy C. Paffenroth and
Vijay Gadepally},
title = {The Pseudo Projection Operator: Applications of Deep Learning to Projection
Based Filtering in Non-Trivial Frequency Regimes},
journal = {CoRR},
volume = {abs/2111.07140},
year = {2021},
url = {https://arxiv.org/abs/2111.07140},
eprinttype = {arXiv},
eprint = {2111.07140},
timestamp = {Tue, 16 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-07140.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-03364,
author = {Nathan C. Frey and
Siddharth Samsi and
Joseph McDonald and
Lin Li and
Connor W. Coley and
Vijay Gadepally},
title = {Scalable Geometric Deep Learning on Molecular Graphs},
journal = {CoRR},
volume = {abs/2112.03364},
year = {2021},
url = {https://arxiv.org/abs/2112.03364},
eprinttype = {arXiv},
eprint = {2112.03364},
timestamp = {Mon, 13 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-03364.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-04977,
author = {Nathan C. Frey and
Siddharth Samsi and
Bharath Ramsundar and
Connor W. Coley and
Vijay Gadepally},
title = {Bringing Atomistic Deep Learning to Prime Time},
journal = {CoRR},
volume = {abs/2112.04977},
year = {2021},
url = {https://arxiv.org/abs/2112.04977},
eprinttype = {arXiv},
eprint = {2112.04977},
timestamp = {Mon, 13 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-04977.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/WurtsOHS20,
author = {Alexander Wurts and
Derek H. Oakley and
Bradley T. Hyman and
Siddharth Samsi},
title = {Segmentation of Tau Stained Alzheimers Brain Tissue Using Convolutional
Neural Networks},
booktitle = {42nd Annual International Conference of the {IEEE} Engineering in
Medicine {\&} Biology Society, {EMBC} 2020, Montreal, QC, Canada,
July 20-24, 2020},
pages = {1420--1423},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/EMBC44109.2020.9175832},
doi = {10.1109/EMBC44109.2020.9175832},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/embc/WurtsOHS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/ByunKABBGHHJKKM20,
author = {Chansup Byun and
Jeremy Kepner and
William Arcand and
David Bestor and
Bill Bergeron and
Vijay Gadepally and
Michael Houle and
Matthew Hubbell and
Michael Jones and
Andrew C. Kirby and
Anna Klein and
Peter Michaleas and
Lauren Milechin and
Julie Mullen and
Andrew Prout and
Antonio Rosa and
Siddharth Samsi and
Charles Yee and
Albert Reuther},
title = {Best of Both Worlds: High Performance Interactive and Batch Launching},
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/HPEC43674.2020.9286142},
doi = {10.1109/HPEC43674.2020.9286142},
timestamp = {Wed, 21 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hpec/ByunKABBGHHJKKM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/HutchinsonSABBB20,
author = {Matthew Hutchinson and
Siddharth Samsi and
William Arcand and
David Bestor and
Bill Bergeron and
Chansup Byun and
Micheal Houle and
Matthew Hubbell and
Michael Jones and
Jeremy Kepner and
Andrew C. Kirby and
Peter Michaleas and
Lauren Milechin and
Julie Mullen and
Andrew Prout and
Antonio Rosa and
Albert Reuther and
Charles Yee and
Vijay Gadepally},
title = {Accuracy and Performance Comparison of Video Action Recognition Approaches},
booktitle = {2020 {IEEE} High Performance Extreme Computing Conference, {HPEC}
2020, Waltham, MA, USA, September 22-24, 2020},
pages = {1--8},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/HPEC43674.2020.9286249},
doi = {10.1109/HPEC43674.2020.9286249},
timestamp = {Thu, 04 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hpec/HutchinsonSABBB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/KepnerAGJMRRS20,
author = {Jeremy Kepner and
Simon Alford and
Vijay Gadepally and
Michael Jones and
Lauren Milechin and
Albert Reuther and
Ryan A. Robinett and
Sid Samsi},
title = {GraphChallenge.org Sparse Deep Neural Network Performance},
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/HPEC43674.2020.9286253},
doi = {10.1109/HPEC43674.2020.9286253},
timestamp = {Thu, 14 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hpec/KepnerAGJMRRS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/KepnerKEVJMGHKA20,
author = {Jeremy Kepner and
Andreas Kipf and
Darren Engwirda and
Navin Vembar and
Michael Jones and
Lauren Milechin and
Vijay Gadepally and
Chris Hill and
Tim Kraska and
William Arcand and
David Bestor and
William Bergeron and
Chansup Byun and
Matthew Hubbell and
Michael Houle and
Andrew C. Kirby and
Anna Klein and
Julie Mullen and
Andrew Prout and
Albert Reuther and
Antonio Rosa and
Sid Samsi and
Charles Yee and
Peter Michaleas},
title = {Fast Mapping onto Census Blocks},
booktitle = {2020 {IEEE} High Performance Extreme Computing Conference, {HPEC}
2020, Waltham, MA, USA, September 22-24, 2020},
pages = {1--8},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/HPEC43674.2020.9286157},
doi = {10.1109/HPEC43674.2020.9286157},
timestamp = {Wed, 21 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hpec/KepnerKEVJMGHKA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/KepnerMBMDABBBG20,
author = {Jeremy Kepner and
Chad R. Meiners and
Chansup Byun and
Sarah McGuire and
Timothy Davis and
William Arcand and
Jonathan Bernays and
David Bestor and
William Bergeron and
Vijay Gadepally and
Raul Harnasch and
Matthew Hubbell and
Micheal Houle and
Michael Jones and
Andrew C. Kirby and
Anna Klein and
Lauren Milechin and
Julie Mullen and
Andrew Prout and
Albert Reuther and
Antonio Rosa and
Siddharth Samsi and
Doug Stetson and
Adam Tse and
Charles Yee and
Peter Michaleas},
title = {Multi-Temporal Analysis and Scaling Relations of 100, 000, 000, 000
Network Packets},
booktitle = {2020 {IEEE} High Performance Extreme Computing Conference, {HPEC}
2020, Waltham, MA, USA, September 22-24, 2020},
pages = {1--6},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/HPEC43674.2020.9286235},
doi = {10.1109/HPEC43674.2020.9286235},
timestamp = {Thu, 04 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hpec/KepnerMBMDABBBG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/KirbySJRKG20,
author = {Andrew C. Kirby and
Siddharth Samsi and
Michael Jones and
Albert Reuther and
Jeremy Kepner and
Vijay Gadepally},
title = {Layer-Parallel Training with {GPU} Concurrency of Deep Residual Neural
Networks via Nonlinear Multigrid},
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/HPEC43674.2020.9286180},
doi = {10.1109/HPEC43674.2020.9286180},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hpec/KirbySJRKG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/ReutherMJGSK20,
author = {Albert Reuther and
Peter Michaleas and
Michael Jones and
Vijay Gadepally and
Siddharth Samsi and
Jeremy Kepner},
title = {Survey of Machine Learning Accelerators},
booktitle = {2020 {IEEE} High Performance Extreme Computing Conference, {HPEC}
2020, Waltham, MA, USA, September 22-24, 2020},
pages = {1--12},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/HPEC43674.2020.9286149},
doi = {10.1109/HPEC43674.2020.9286149},
timestamp = {Thu, 14 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hpec/ReutherMJGSK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/SamsiJV20,
author = {Siddharth Samsi and
Michael Jones and
Mark M. Veillette},
title = {Compute, Time and Energy Characterization of Encoder-Decoder Networks
with Automatic Mixed Precision Training},
booktitle = {2020 {IEEE} High Performance Extreme Computing Conference, {HPEC}
2020, Waltham, MA, USA, September 22-24, 2020},
pages = {1--6},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/HPEC43674.2020.9286241},
doi = {10.1109/HPEC43674.2020.9286241},
timestamp = {Thu, 14 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hpec/SamsiJV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/SamsiKGHJKMRSSS20,
author = {Siddharth Samsi and
Jeremy Kepner and
Vijay Gadepally and
Michael B. Hurley and
Michael Jones and
Edward K. Kao and
Sanjeev Mohindra and
Albert Reuther and
Steven Thomas Smith and
William Song and
Diane Staheli and
Paul Monticciolo},
title = {GraphChallenge.org Triangle Counting Performance},
booktitle = {2020 {IEEE} High Performance Extreme Computing Conference, {HPEC}
2020, Waltham, MA, USA, September 22-24, 2020},
pages = {1--9},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/HPEC43674.2020.9286166},
doi = {10.1109/HPEC43674.2020.9286166},
timestamp = {Thu, 14 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hpec/SamsiKGHJKMRSSS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/SamsiPJKABBBGHH20,
author = {Siddharth Samsi and
Andrew Prout and
Michael Jones and
Andrew C. Kirby and
Bill Arcand and
Bill Bergeron and
David Bestor and
Chansup Byun and
Vijay Gadepally and
Michael Houle and
Matthew Hubbell and
Anna Klein and
Peter Michaleas and
Lauren Milechin and
Julie Mullen and
Antonio Rosa and
Charles Yee and
Albert Reuther and
Jeremy Kepner},
title = {Benchmarking network fabrics for data distributed training of deep
neural networks},
booktitle = {2020 {IEEE} High Performance Extreme Computing Conference, {HPEC}
2020, Waltham, MA, USA, September 22-24, 2020},
pages = {1--6},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/HPEC43674.2020.9286232},
doi = {10.1109/HPEC43674.2020.9286232},
timestamp = {Wed, 21 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hpec/SamsiPJKABBBGHH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/KepnerDBABBGHH020,
author = {Jeremy Kepner and
Tim Davis and
Chansup Byun and
William Arcand and
David Bestor and
William Bergeron and
Vijay Gadepally and
Matthew Hubbell and
Michael Houle and
Michael Jones and
Anna Klein and
Peter Michaleas and
Lauren Milechin and
Julie Mullen and
Andrew Prout and
Antonio Rosa and
Siddharth Samsi and
Charles Yee and
Albert Reuther},
title = {75, 000, 000, 000 Streaming Inserts/Second Using Hierarchical Hypersparse
GraphBLAS Matrices},
booktitle = {2020 {IEEE} International Parallel and Distributed Processing Symposium
Workshops, {IPDPSW} 2020, New Orleans, LA, USA, May 18-22, 2020},
pages = {207--210},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IPDPSW50202.2020.00046},
doi = {10.1109/IPDPSW50202.2020.00046},
timestamp = {Wed, 21 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ipps/KepnerDBABBGHH020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/VeilletteSM20,
author = {Mark S. Veillette and
Siddharth Samsi and
Christopher J. Mattioli},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {{SEVIR} : {A} Storm Event Imagery Dataset for Deep Learning Applications
in Radar and Satellite Meteorology},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/fa78a16157fed00d7a80515818432169-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/VeilletteSM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-06731,
author = {Jeremy Kepner and
Vijay Gadepally and
Hayden Jananthan and
Lauren Milechin and
Siddharth Samsi},
title = {{AI} Data Wrangling with Associative Arrays},
journal = {CoRR},
volume = {abs/2001.06731},
year = {2020},
url = {https://arxiv.org/abs/2001.06731},
eprinttype = {arXiv},
eprint = {2001.06731},
timestamp = {Fri, 24 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-06731.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-06935,
author = {Jeremy Kepner and
Tim Davis and
Chansup Byun and
William Arcand and
David Bestor and
William Bergeron and
Vijay Gadepally and
Matthew Hubbell and
Michael Houle and
Michael Jones and
Anna Klein and
Peter Michaleas and
Lauren Milechin and
Julie Mullen and
Andrew Prout and
Antonio Rosa and
Siddharth Samsi and
Charles Yee and
Albert Reuther},
title = {75, 000, 000, 000 Streaming Inserts/Second Using Hierarchical Hypersparse
GraphBLAS Matrices},
journal = {CoRR},
volume = {abs/2001.06935},
year = {2020},
url = {https://arxiv.org/abs/2001.06935},
eprinttype = {arXiv},
eprint = {2001.06935},
timestamp = {Wed, 21 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-06935.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-09269,
author = {Siddharth Samsi and
Jeremy Kepner and
Vijay Gadepally and
Michael B. Hurley and
Michael Jones and
Edward K. Kao and
Sanjeev Mohindra and
Albert Reuther and
Steven Thomas Smith and
William Song and
Diane Staheli and
Paul Monticciolo},
title = {GraphChallenge.org Triangle Counting Performance},
journal = {CoRR},
volume = {abs/2003.09269},
year = {2020},
url = {https://arxiv.org/abs/2003.09269},
eprinttype = {arXiv},
eprint = {2003.09269},
timestamp = {Tue, 24 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-09269.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-01181,
author = {Jeremy Kepner and
Simon Alford and
Vijay Gadepally and
Michael Jones and
Lauren Milechin and
Albert Reuther and
Ryan A. Robinett and
Sid Samsi},
title = {GraphChallenge.org Sparse Deep Neural Network Performance},
journal = {CoRR},
volume = {abs/2004.01181},
year = {2020},
url = {https://arxiv.org/abs/2004.01181},
eprinttype = {arXiv},
eprint = {2004.01181},
timestamp = {Wed, 08 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-01181.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-07336,
author = {Andrew C. Kirby and
Siddharth Samsi and
Michael Jones and
Albert Reuther and
Jeremy Kepner and
Vijay Gadepally},
title = {Layer-Parallel Training with {GPU} Concurrency of Deep Residual Neural
Networks Via Nonlinear Multigrid},
journal = {CoRR},
volume = {abs/2007.07336},
year = {2020},
url = {https://arxiv.org/abs/2007.07336},
eprinttype = {arXiv},
eprint = {2007.07336},
timestamp = {Tue, 21 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-07336.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-00307,
author = {Jeremy Kepner and
Chad R. Meiners and
Chansup Byun and
Sarah McGuire and
Timothy Davis and
William Arcand and
Jonathan Bernays and
David Bestor and
William Bergeron and
Vijay Gadepally and
Raul Harnasch and
Matthew Hubbell and
Michael Houle and
Michael Jones and
Andrew C. Kirby and
Anna Klein and
Lauren Milechin and
Julie Mullen and
Andrew Prout and
Albert Reuther and
Antonio Rosa and
Siddharth Samsi and
Doug Stetson and
Adam Tse and
Charles Yee and
Peter Michaleas},
title = {Multi-Temporal Analysis and Scaling Relations of 100, 000, 000, 000
Network Packets},
journal = {CoRR},
volume = {abs/2008.00307},
year = {2020},
url = {https://arxiv.org/abs/2008.00307},
eprinttype = {arXiv},
eprint = {2008.00307},
timestamp = {Wed, 21 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-00307.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-02223,
author = {Chansup Byun and
Jeremy Kepner and
William Arcand and
David Bestor and
Bill Bergeron and
Vijay Gadepally and
Michael Houle and
Matthew Hubbell and
Michael Jones and
Andrew C. Kirby and
Anna Klein and
Peter Michaleas and
Lauren Milechin and
Julie Mullen and
Andrew Prout and
Antonio Rosa and
Siddharth Samsi and
Charles Yee and
Albert Reuther},
title = {Best of Both Worlds: High Performance Interactive and Batch Launching},
journal = {CoRR},
volume = {abs/2008.02223},
year = {2020},
url = {https://arxiv.org/abs/2008.02223},
eprinttype = {arXiv},
eprint = {2008.02223},
timestamp = {Wed, 21 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-02223.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-08057,
author = {Siddharth Samsi and
Andrew Prout and
Michael Jones and
Andrew C. Kirby and
Bill Arcand and
Bill Bergeron and
David Bestor and
Chansup Byun and
Vijay Gadepally and
Michael Houle and
Matthew Hubbell and
Anna Klein and
Peter Michaleas and
Lauren Milechin and
Julie Mullen and
Antonio Rosa and
Charles Yee and
Albert Reuther and
Jeremy Kepner},
title = {Benchmarking network fabrics for data distributed training of deep
neural networks},
journal = {CoRR},
volume = {abs/2008.08057},
year = {2020},
url = {https://arxiv.org/abs/2008.08057},
eprinttype = {arXiv},
eprint = {2008.08057},
timestamp = {Wed, 21 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-08057.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-08062,
author = {Siddharth Samsi and
Michael Jones and
Mark M. Veillette},
title = {Compute, Time and Energy Characterization of Encoder-Decoder Networks
with Automatic Mixed Precision Training},
journal = {CoRR},
volume = {abs/2008.08062},
year = {2020},
url = {https://arxiv.org/abs/2008.08062},
eprinttype = {arXiv},
eprint = {2008.08062},
timestamp = {Fri, 21 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-08062.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-09037,
author = {Matthew Hutchinson and
Siddharth Samsi and
William Arcand and
David Bestor and
Bill Bergeron and
Chansup Byun and
Michael Houle and
Matthew Hubbell and
Michael Jones and
Jeremy Kepner and
Andrew C. Kirby and
Peter Michaleas and
Lauren Milechin and
Julie Mullen and
Andrew Prout and
Antonio Rosa and
Albert Reuther and
Charles Yee and
Vijay Gadepally},
title = {Accuracy and Performance Comparison of Video Action Recognition Approaches},
journal = {CoRR},
volume = {abs/2008.09037},
year = {2020},
url = {https://arxiv.org/abs/2008.09037},
eprinttype = {arXiv},
eprint = {2008.09037},
timestamp = {Wed, 21 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-09037.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-00993,
author = {Albert Reuther and
Peter Michaleas and
Michael Jones and
Vijay Gadepally and
Siddharth Samsi and
Jeremy Kepner},
title = {Survey of Machine Learning Accelerators},
journal = {CoRR},
volume = {abs/2009.00993},
year = {2020},
url = {https://arxiv.org/abs/2009.00993},
eprinttype = {arXiv},
eprint = {2009.00993},
timestamp = {Wed, 16 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-00993.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/ByunKMMMPRSYRKA19,
author = {Chansup Byun and
Anne Klein and
Lauren Milechin and
Peter Michaleas and
Julie Mullen and
Andrew Prout and
Antonio Rosa and
Siddharth Samsi and
Charles Yee and
Albert Reuther and
Jeremy Kepner and
William Arcand and
David Bestor and
William Bergeron and
Matthew Hubbell and
Vijay Gadepally and
Michael Houle and
Michael Jones},
title = {Optimizing Xeon Phi for Interactive Data Analysis},
booktitle = {2019 {IEEE} High Performance Extreme Computing Conference, {HPEC}
2019, Waltham, MA, USA, September 24-26, 2019},
pages = {1--6},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/HPEC.2019.8916300},
doi = {10.1109/HPEC.2019.8916300},
timestamp = {Wed, 21 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hpec/ByunKMMMPRSYRKA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/ByunKMMPRSYRKAB19,
author = {Chansup Byun and
Anna Klein and
Peter Michaleas and
Julie Mullen and
Andrew Prout and
Antonio Rosa and
Siddharth Samsi and
Charles Yee and
Albert Reuther and
Jeremy Kepner and
William Arcand and
David Bestor and
Bill Bergeron and
Vijay Gadepally and
Michael Houle and
Matthew Hubbell and
Michael Jones},
title = {Large Scale Parallelization Using File-Based Communications},
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.2019.8916221},
doi = {10.1109/HPEC.2019.8916221},
timestamp = {Wed, 21 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hpec/ByunKMMPRSYRKAB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/KepnerAG0MRS19,
author = {Jeremy Kepner and
Simon Alford and
Vijay Gadepally and
Michael Jones and
Lauren Milechin and
Ryan A. Robinett and
Sid Samsi},
title = {Sparse Deep Neural Network Graph Challenge},
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.2019.8916336},
doi = {10.1109/HPEC.2019.8916336},
timestamp = {Sun, 08 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hpec/KepnerAG0MRS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/KepnerH0KMMPRYR19,
author = {Jeremy Kepner and
Michael Houle and
Michael Jones and
Anne Klein and
Peter Michaleas and
Julie Mullen and
Andrew Prout and
Antonio Rosa and
Charles Yee and
Albert Reuther and
Vijay Gadepally and
Lauren Milechin and
Siddharth Samsi and
William Arcand and
David Bestor and
William Bergeron and
Chansup Byun and
Matthew Hubbell},
title = {Streaming 1.9 Billion Hypersparse Network Updates per Second with
{D4M}},
booktitle = {2019 {IEEE} High Performance Extreme Computing Conference, {HPEC}
2019, Waltham, MA, USA, September 24-26, 2019},
pages = {1--6},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/HPEC.2019.8916508},
doi = {10.1109/HPEC.2019.8916508},
timestamp = {Wed, 21 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hpec/KepnerH0KMMPRYR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/LiuSSW19,
author = {Jeffrey Liu and
David Strohschein and
Siddharth Samsi and
Andrew J. Weinert},
title = {Large Scale Organization and Inference of an Imagery Dataset for Public
Safety},
booktitle = {2019 {IEEE} High Performance Extreme Computing Conference, {HPEC}
2019, Waltham, MA, USA, September 24-26, 2019},
pages = {1--6},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/HPEC.2019.8916437},
doi = {10.1109/HPEC.2019.8916437},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hpec/LiuSSW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/ProutKMMMRSYRKA19,
author = {Andrew Prout and
Anna Klein and
Peter Michaleas and
Lauren Milechin and
Julie Mullen and
Antonio Rosa and
Siddharth Samsi and
Charles Yee and
Albert Reuther and
Jeremy Kepner and
William Arcand and
David Bestor and
Bill Bergeron and
Chansup Byun and
Vijay Gadepally and
Michael Houle and
Matthew Hubbell and
Michael Jones},
title = {Securing {HPC} using Federated Authentication},
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.2019.8916255},
doi = {10.1109/HPEC.2019.8916255},
timestamp = {Wed, 21 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hpec/ProutKMMMRSYRKA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/ReutherM0GSK19,
author = {Albert Reuther and
Peter Michaleas and
Michael Jones and
Vijay Gadepally and
Siddharth Samsi and
Jeremy Kepner},
title = {Survey and Benchmarking of Machine Learning Accelerators},
booktitle = {2019 {IEEE} High Performance Extreme Computing Conference, {HPEC}
2019, Waltham, MA, USA, September 24-26, 2019},
pages = {1--9},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/HPEC.2019.8916327},
doi = {10.1109/HPEC.2019.8916327},
timestamp = {Sun, 08 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hpec/ReutherM0GSK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/SamsiMV19,
author = {Siddharth Samsi and
Christopher J. Mattioli and
Mark S. Veillette},
title = {Distributed Deep Learning for Precipitation Nowcasting},
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.2019.8916416},
doi = {10.1109/HPEC.2019.8916416},
timestamp = {Sun, 08 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hpec/SamsiMV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/SchardlS19,
author = {Tao B. Schardl and
Siddharth Samsi},
title = {TapirXLA: Embedding Fork-Join Parallelism into the {XLA} Compiler
in TensorFlow Using Tapir},
booktitle = {2019 {IEEE} High Performance Extreme Computing Conference, {HPEC}
2019, Waltham, MA, USA, September 24-26, 2019},
pages = {1--8},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/HPEC.2019.8916312},
doi = {10.1109/HPEC.2019.8916312},
timestamp = {Sun, 08 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hpec/SchardlS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-00846,
author = {Jeremy Kepner and
Vijay Gadepally and
Lauren Milechin and
Siddharth Samsi and
William Arcand and
David Bestor and
William Bergeron and
Chansup Byun and
Matthew Hubbell and
Michael Houle and
Michael Jones and
Anne Klein and
Peter Michaleas and
Julie Mullen and
Andrew Prout and
Antonio Rosa and
Charles Yee and
Albert Reuther},
title = {A Billion Updates per Second Using 30, 000 Hierarchical In-Memory
{D4M} Databases},
journal = {CoRR},
volume = {abs/1902.00846},
year = {2019},
url = {http://arxiv.org/abs/1902.00846},
eprinttype = {arXiv},
eprint = {1902.00846},
timestamp = {Wed, 21 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-00846.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-01982,
author = {Julie Mullen and
Albert Reuther and
William Arcand and
Bill Bergeron and
David Bestor and
Chansup Byun and
Vijay Gadepally and
Michael Houle and
Matthew Hubbell and
Michael Jones and
Anna Klein and
Peter Michaleas and
Lauren Milechin and
Andrew Prout and
Antonio Rosa and
Siddharth Samsi and
Charles Yee and
Jeremy Kepner},
title = {Lessons Learned from a Decade of Providing Interactive, On-Demand
High Performance Computing to Scientists and Engineers},
journal = {CoRR},
volume = {abs/1903.01982},
year = {2019},
url = {http://arxiv.org/abs/1903.01982},
eprinttype = {arXiv},
eprint = {1903.01982},
timestamp = {Wed, 21 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-01982.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-03592,
author = {Vijay Gadepally and
Justin Goodwin and
Jeremy Kepner and
Albert Reuther and
Hayley Reynolds and
Siddharth Samsi and
Jonathan Su and
David Martinez},
title = {{AI} Enabling Technologies: {A} Survey},
journal = {CoRR},
volume = {abs/1905.03592},
year = {2019},
url = {http://arxiv.org/abs/1905.03592},
eprinttype = {arXiv},
eprint = {1905.03592},
timestamp = {Mon, 27 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-03592.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-03195,
author = {Chansup Byun and
Jeremy Kepner and
William Arcand and
David Bestor and
William Bergeron and
Matthew Hubbell and
Vijay Gadepally and
Michael Houle and
Michael Jones and
Anne Klein and
Lauren Milechin and
Peter Michaleas and
Julie Mullen and
Andrew Prout and
Antonio Rosa and
Siddharth Samsi and
Charles Yee and
Albert Reuther},
title = {Optimizing Xeon Phi for Interactive Data Analysis},
journal = {CoRR},
volume = {abs/1907.03195},
year = {2019},
url = {http://arxiv.org/abs/1907.03195},
eprinttype = {arXiv},
eprint = {1907.03195},
timestamp = {Wed, 21 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-03195.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-04217,
author = {Jeremy Kepner and
Vijay Gadepally and
Lauren Milechin and
Siddharth Samsi and
William Arcand and
David Bestor and
William Bergeron and
Chansup Byun and
Matthew Hubbell and
Michael Houle and
Michael Jones and
Anne Klein and
Peter Michaleas and
Julie Mullen and
Andrew Prout and
Antonio Rosa and
Charles Yee and
Albert Reuther},
title = {Streaming 1.9 Billion Hypersparse Network Updates per Second with
{D4M}},
journal = {CoRR},
volume = {abs/1907.04217},
year = {2019},
url = {http://arxiv.org/abs/1907.04217},
eprinttype = {arXiv},
eprint = {1907.04217},
timestamp = {Wed, 21 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-04217.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-07573,
author = {Andrew Prout and
William Arcand and
David Bestor and
Bill Bergeron and
Chansup Byun and
Vijay Gadepally and
Michael Houle and
Matthew Hubbell and
Michael Jones and
Anna Klein and
Peter Michaleas and
Lauren Milechin and
Julie Mullen and
Antonio Rosa and
Siddharth Samsi and
Charles Yee and
Albert Reuther and
Jeremy Kepner},
title = {Securing {HPC} using Federated Authentication},
journal = {CoRR},
volume = {abs/1908.07573},
year = {2019},
url = {http://arxiv.org/abs/1908.07573},
eprinttype = {arXiv},
eprint = {1908.07573},
timestamp = {Wed, 21 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-07573.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-09006,
author = {Jeffrey Liu and
David Strohschein and
Siddharth Samsi and
Andrew J. Weinert},
title = {Large Scale Organization and Inference of an Imagery Dataset for Public
Safety},
journal = {CoRR},
volume = {abs/1908.09006},
year = {2019},
url = {http://arxiv.org/abs/1908.09006},
eprinttype = {arXiv},
eprint = {1908.09006},
timestamp = {Fri, 06 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-09006.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-10964,
author = {Siddharth Samsi and
Christopher J. Mattioli and
Mark S. Veillette},
title = {Distributed Deep Learning for Precipitation Nowcasting},
journal = {CoRR},
volume = {abs/1908.10964},
year = {2019},
url = {http://arxiv.org/abs/1908.10964},
eprinttype = {arXiv},
eprint = {1908.10964},
timestamp = {Wed, 04 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-10964.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-11338,
author = {Tao B. Schardl and
Siddharth Samsi},
title = {TapirXLA: Embedding Fork-Join Parallelism into the {XLA} Compiler
in TensorFlow Using Tapir},
journal = {CoRR},
volume = {abs/1908.11338},
year = {2019},
url = {http://arxiv.org/abs/1908.11338},
eprinttype = {arXiv},
eprint = {1908.11338},
timestamp = {Wed, 04 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-11338.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-11348,
author = {Albert Reuther and
Peter Michaleas and
Michael Jones and
Vijay Gadepally and
Siddharth Samsi and
Jeremy Kepner},
title = {Survey and Benchmarking of Machine Learning Accelerators},
journal = {CoRR},
volume = {abs/1908.11348},
year = {2019},
url = {http://arxiv.org/abs/1908.11348},
eprinttype = {arXiv},
eprint = {1908.11348},
timestamp = {Wed, 04 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-11348.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-01241,
author = {Chansup Byun and
Jeremy Kepner and
William Arcand and
David Bestor and
Bill Bergeron and
Vijay Gadepally and
Michael Houle and
Matthew Hubbell and
Michael Jones and
Anna Klein and
Peter Michaleas and
Julie Mullen and
Andrew Prout and
Antonio Rosa and
Siddharth Samsi and
Charles Yee and
Albert Reuther},
title = {Large Scale Parallelization Using File-Based Communications},
journal = {CoRR},
volume = {abs/1909.01241},
year = {2019},
url = {http://arxiv.org/abs/1909.01241},
eprinttype = {arXiv},
eprint = {1909.01241},
timestamp = {Wed, 21 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-01241.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-05631,
author = {Jeremy Kepner and
Simon Alford and
Vijay Gadepally and
Michael Jones and
Lauren Milechin and
Ryan A. Robinett and
Sid Samsi},
title = {Sparse Deep Neural Network Graph Challenge},
journal = {CoRR},
volume = {abs/1909.05631},
year = {2019},
url = {http://arxiv.org/abs/1909.05631},
eprinttype = {arXiv},
eprint = {1909.05631},
timestamp = {Wed, 18 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-05631.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/Samsi0KR18,
author = {Siddharth Samsi and
Michael Jones and
Jeremy Kepner and
Albert Reuther},
title = {Colorization of H{\&}E stained tissue using Deep Learning},
booktitle = {40th Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2018, Honolulu, HI, USA, July
18-21, 2018},
pages = {640--643},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/EMBC.2018.8512419},
doi = {10.1109/EMBC.2018.8512419},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/embc/Samsi0KR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/0001KORABBBGHHK18,
author = {Michael Jones and
Jeremy Kepner and
Bradley Orchard and
Albert Reuther and
William Arcand and
David Bestor and
Bill Bergeron and
Chansup Byun and
Vijay Gadepally and
Michael Houle and
Matthew Hubbell and
Anna Klein and
Lauren Milechin and
Julia S. Mullen and
Andrew Prout and
Antonio Rosa and
Siddharth Samsi and
Charles Yee and
Peter Michaleas},
title = {Interactive Launch of 16, 000 Microsoft Windows Instances on a Supercomputer},
booktitle = {2018 {IEEE} High Performance Extreme Computing Conference, {HPEC}
2018, Waltham, MA, USA, September 25-27, 2018},
pages = {1--6},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/HPEC.2018.8547782},
doi = {10.1109/HPEC.2018.8547782},
timestamp = {Wed, 21 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hpec/0001KORABBBGHHK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/GadepallyKMABBB18,
author = {Vijay Gadepally and
Jeremy Kepner and
Lauren Milechin and
William Arcand and
David Bestor and
Bill Bergeron and
Chansup Byun and
Matthew Hubbell and
Michael Houle and
Michael Jones and
Peter Michaleas and
Julie Mullen and
Andrew Prout and
Antonio Rosa and
Charles Yee and
Siddharth Samsi and
Albert Reuther},
title = {Hyperscaling Internet Graph Analysis with {D4M} on the {MIT} SuperCloud},
booktitle = {2018 {IEEE} High Performance Extreme Computing Conference, {HPEC}
2018, Waltham, MA, USA, September 25-27, 2018},
pages = {1--6},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/HPEC.2018.8547552},
doi = {10.1109/HPEC.2018.8547552},
timestamp = {Wed, 21 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hpec/GadepallyKMABBB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/KepnerGJMS18,
author = {Jeremy Kepner and
Vijay Gadepally and
Hayden Jananthan and
Lauren Milechin and
Sid Samsi},
title = {Sparse Deep Neural Network Exact Solutions},
booktitle = {2018 {IEEE} High Performance Extreme Computing Conference, {HPEC}
2018, Waltham, MA, USA, September 25-27, 2018},
pages = {1--8},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/HPEC.2018.8547742},
doi = {10.1109/HPEC.2018.8547742},
timestamp = {Fri, 27 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hpec/KepnerGJMS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/ProutABBBGHH0KM18,
author = {Andrew Prout and
William Arcand and
David Bestor and
Bill Bergeron and
Chansup Byun and
Vijay Gadepally and
Michael Houle and
Matthew Hubbell and
Michael Jones and
Anna Klein and
Peter Michaleas and
Lauren Milechin and
Julie Mullen and
Antonio Rosa and
Siddharth Samsi and
Charles Yee and
Albert Reuther and
Jeremy Kepner},
title = {Measuring the Impact of Spectre and Meltdown},
booktitle = {2018 {IEEE} High Performance Extreme Computing Conference, {HPEC}
2018, Waltham, MA, USA, September 25-27, 2018},
pages = {1--5},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/HPEC.2018.8547554},
doi = {10.1109/HPEC.2018.8547554},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hpec/ProutABBBGHH0KM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/ReutherKBSABBGH18,
author = {Albert Reuther and
Jeremy Kepner and
Chansup Byun and
Siddharth Samsi and
William Arcand and
David Bestor and
Bill Bergeron and
Vijay Gadepally and
Michael Houle and
Matthew Hubbell and
Michael Jones and
Anna Klein and
Lauren Milechin and
Julia S. Mullen and
Andrew Prout and
Antonio Rosa and
Charles Yee and
Peter Michaleas},
title = {Interactive Supercomputing on 40, 000 Cores for Machine Learning and
Data Analysis},
booktitle = {2018 {IEEE} High Performance Extreme Computing Conference, {HPEC}
2018, Waltham, MA, USA, September 25-27, 2018},
pages = {1--6},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/HPEC.2018.8547629},
doi = {10.1109/HPEC.2018.8547629},
timestamp = {Wed, 21 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hpec/ReutherKBSABBGH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/SamsiGH0KMMRSSS18,
author = {Siddharth Samsi and
Vijay Gadepally and
Michael B. Hurley and
Michael Jones and
Edward K. Kao and
Sanjeev Mohindra and
Paul Monticciolo and
Albert Reuther and
Steven Thomas Smith and
William Song and
Diane Staheli and
Jeremy Kepner},
title = {GraphChallenge.org: Raising the Bar on Graph Analytic Performance},
booktitle = {2018 {IEEE} High Performance Extreme Computing Conference, {HPEC}
2018, Waltham, MA, USA, September 25-27, 2018},
pages = {1--7},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/HPEC.2018.8547527},
doi = {10.1109/HPEC.2018.8547527},
timestamp = {Fri, 13 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hpec/SamsiGH0KMMRSSS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/SamsiYRFKR18,
author = {Siddharth Samsi and
Bea Yu and
Darrell O. Ricke and
Philip Fremont{-}Smith and
Jeremy Kepner and
Albert Reuther},
title = {Large-Scale Bayesian Kinship Analysis},
booktitle = {2018 {IEEE} High Performance Extreme Computing Conference, {HPEC}
2018, Waltham, MA, USA, September 25-27, 2018},
pages = {1--4},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/HPEC.2018.8547549},
doi = {10.1109/HPEC.2018.8547549},
timestamp = {Sat, 08 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hpec/SamsiYRFKR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/KepnerSABBDGHHJ18,
author = {Jeremy Kepner and
Siddharth Samsi and
William Arcand and
David Bestor and
Bill Bergeron and
Tim Davis and
Vijay Gadepally and
Michael Houle and
Matthew Hubbell and
Hayden Jananthan and
Michael Jones and
Anna Klein and
Peter Michaleas and
Roger Pearce and
Lauren Milechin and
Julie Mullen and
Andrew Prout and
Antonio Rosa and
Geoffrey Sanders and
Charles Yee and
Albert Reuther},
title = {Design, Generation, and Validation of Extreme Scale Power-Law Graphs},
booktitle = {2018 {IEEE} International Parallel and Distributed Processing Symposium
Workshops, {IPDPS} Workshops 2018, Vancouver, BC, Canada, May 21-25,
2018},
pages = {279--286},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/IPDPSW.2018.00055},
doi = {10.1109/IPDPSW.2018.00055},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ipps/KepnerSABBDGHHJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/supercomputer/MullenRABBBGHHJ18,
author = {Julia S. Mullen and
Albert Reuther and
William Arcand and
Bill Bergeron and
David Bestor and
Chansup Byun and
Vijay Gadepally and
Michael Houle and
Matthew Hubbell and
Michael Jones and
Anna Klein and
Peter Michaleas and
Lauren Milechin and
Andrew Prout and
Antonio Rosa and
Siddharth Samsi and
Charles Yee and
Jeremy Kepner},
editor = {Rio Yokota and
Mich{\`{e}}le Weiland and
John Shalf and
Sadaf R. Alam},
title = {Lessons Learned from a Decade of Providing Interactive, On-Demand
High Performance Computing to Scientists and Engineers},
booktitle = {High Performance Computing - {ISC} High Performance 2018 International
Workshops, Frankfurt/Main, Germany, June 28, 2018, Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {11203},
pages = {655--668},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-02465-9\_47},
doi = {10.1007/978-3-030-02465-9\_47},
timestamp = {Wed, 21 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/supercomputer/MullenRABBBGHHJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-01281,
author = {Jeremy Kepner and
Siddharth Samsi and
William Arcand and
David Bestor and
Bill Bergeron and
Tim Davis and
Vijay Gadepally and
Michael Houle and
Matthew Hubbell and
Hayden Jananthan and
Michael Jones and
Anna Klein and
Peter Michaleas and
Roger Pearce and
Lauren Milechin and
Julie Mullen and
Andrew Prout and
Antonio Rosa and
Geoffrey Sanders and
Charles Yee and
Albert Reuther},
title = {Design, Generation, and Validation of Extreme Scale Power-Law Graphs},
journal = {CoRR},
volume = {abs/1803.01281},
year = {2018},
url = {http://arxiv.org/abs/1803.01281},
eprinttype = {arXiv},
eprint = {1803.01281},
timestamp = {Wed, 21 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-01281.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-09675,
author = {Siddharth Samsi and
Vijay Gadepally and
Michael B. Hurley and
Michael Jones and
Edward K. Kao and
Sanjeev Mohindra and
Paul Monticciolo and
Albert Reuther and
Steven Thomas Smith and
William Song and
Diane Staheli and
Jeremy Kepner},
title = {GraphChallenge.org: Raising the Bar on Graph Analytic Performance},
journal = {CoRR},
volume = {abs/1805.09675},
year = {2018},
url = {http://arxiv.org/abs/1805.09675},
eprinttype = {arXiv},
eprint = {1805.09675},
timestamp = {Fri, 13 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-09675.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-03165,
author = {Jeremy Kepner and
Vijay Gadepally and
Hayden Jananthan and
Lauren Milechin and
Siddharth Samsi},
title = {Sparse Deep Neural Network Exact Solutions},
journal = {CoRR},
volume = {abs/1807.03165},
year = {2018},
url = {http://arxiv.org/abs/1807.03165},
eprinttype = {arXiv},
eprint = {1807.03165},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-03165.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-07814,
author = {Albert Reuther and
Jeremy Kepner and
Chansup Byun and
Siddharth Samsi and
William Arcand and
David Bestor and
Bill Bergeron and
Vijay Gadepally and
Michael Houle and
Matthew Hubbell and
Michael Jones and
Anna Klein and
Lauren Milechin and
Julia S. Mullen and
Andrew Prout and
Antonio Rosa and
Charles Yee and
Peter Michaleas},
title = {Interactive Supercomputing on 40, 000 Cores for Machine Learning and
Data Analysis},
journal = {CoRR},
volume = {abs/1807.07814},
year = {2018},
url = {http://arxiv.org/abs/1807.07814},
eprinttype = {arXiv},
eprint = {1807.07814},
timestamp = {Wed, 21 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-07814.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-08703,
author = {Andrew Prout and
William Arcand and
David Bestor and
Bill Bergeron and
Chansup Byun and
Vijay Gadepally and
Michael Houle and
Matthew Hubbell and
Michael Jones and
Anna Klein and
Peter Michaleas and
Lauren Milechin and
Julie Mullen and
Antonio Rosa and
Siddharth Samsi and
Charles Yee and
Albert Reuther and
Jeremy Kepner},
title = {Measuring the Impact of Spectre and Meltdown},
journal = {CoRR},
volume = {abs/1807.08703},
year = {2018},
url = {http://arxiv.org/abs/1807.08703},
eprinttype = {arXiv},
eprint = {1807.08703},
timestamp = {Wed, 21 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-08703.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-04345,
author = {Michael Jones and
Jeremy Kepner and
Bradley Orchard and
Albert Reuther and
William Arcand and
David Bestor and
Bill Bergeron and
Chansup Byun and
Vijay Gadepally and
Michael Houle and
Matthew Hubbell and
Anna Klein and
Lauren Milechin and
Julia S. Mullen and
Andrew Prout and
Antonio Rosa and
Siddharth Samsi and
Charles Yee and
Peter Michaleas},
title = {Interactive Launch of 16, 000 Microsoft Windows Instances on a Supercomputer},
journal = {CoRR},
volume = {abs/1808.04345},
year = {2018},
url = {http://arxiv.org/abs/1808.04345},
eprinttype = {arXiv},
eprint = {1808.04345},
timestamp = {Wed, 21 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-04345.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-08353,
author = {Vijay Gadepally and
Jeremy Kepner and
Lauren Milechin and
William Arcand and
David Bestor and
Bill Bergeron and
Chansup Byun and
Matthew Hubbell and
Michael Houle and
Michael Jones and
Peter Michaleas and
Julie Mullen and
Andrew Prout and
Antonio Rosa and
Charles Yee and
Siddharth Samsi and
Albert Reuther},
title = {Hyperscaling Internet Graph Analysis with {D4M} on the {MIT} SuperCloud},
journal = {CoRR},
volume = {abs/1808.08353},
year = {2018},
url = {http://arxiv.org/abs/1808.08353},
eprinttype = {arXiv},
eprint = {1808.08353},
timestamp = {Wed, 21 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-08353.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jpdc/MullenBGSRK17,
author = {Julia S. Mullen and
Chansup Byun and
Vijay Gadepally and
Siddharth Samsi and
Albert Reuther and
Jeremy Kepner},
title = {Learning by doing, High Performance Computing education in the {MOOC}
era},
journal = {J. Parallel Distributed Comput.},
volume = {105},
pages = {105--115},
year = {2017},
url = {https://doi.org/10.1016/j.jpdc.2017.01.015},
doi = {10.1016/J.JPDC.2017.01.015},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jpdc/MullenBGSRK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/ByunKABBGHHJKMM17,
author = {Chansup Byun and
Jeremy Kepner and
William Arcand and
David Bestor and
Bill Bergeron and
Vijay Gadepally and
Michael Houle and
Matthew Hubbell and
Michael Jones and
Anna Klein and
Peter Michaleas and
Lauren Milechin and
Julie Mullen and
Andrew Prout and
Antonio Rosa and
Siddharth Samsi and
Charles Yee and
Albert Reuther},
title = {Benchmarking data analysis and machine learning applications on the
Intel {KNL} many-core processor},
booktitle = {2017 {IEEE} High Performance Extreme Computing Conference, {HPEC}
2017, Waltham, MA, USA, September 12-14, 2017},
pages = {1--6},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/HPEC.2017.8091067},
doi = {10.1109/HPEC.2017.8091067},
timestamp = {Wed, 21 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hpec/ByunKABBGHHJKMM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/JonesKABBGHHMPR17,
author = {Michael Jones and
Jeremy Kepner and
William Arcand and
David Bestor and
Bill Bergeron and
Vijay Gadepally and
Michael Houle and
Matthew Hubbell and
Peter Michaleas and
Andrew Prout and
Albert Reuther and
Siddharth Samsi and
Paul Monticiollo},
title = {Performance measurements of supercomputing and cloud storage solutions},
booktitle = {2017 {IEEE} High Performance Extreme Computing Conference, {HPEC}
2017, Waltham, MA, USA, September 12-14, 2017},
pages = {1--5},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/HPEC.2017.8091073},
doi = {10.1109/HPEC.2017.8091073},
timestamp = {Wed, 21 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hpec/JonesKABBGHHMPR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/KaoGHJKMMRSSSS17,
author = {Edward K. Kao and
Vijay Gadepally and
Michael B. Hurley and
Michael Jones and
Jeremy Kepner and
Sanjeev Mohindra and
Paul Monticciolo and
Albert Reuther and
Siddharth Samsi and
William Song and
Diane Staheli and
Steven Thomas Smith},
title = {Streaming graph challenge: Stochastic block partition},
booktitle = {2017 {IEEE} High Performance Extreme Computing Conference, {HPEC}
2017, Waltham, MA, USA, September 12-14, 2017},
pages = {1--12},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/HPEC.2017.8091040},
doi = {10.1109/HPEC.2017.8091040},
timestamp = {Fri, 13 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hpec/KaoGHJKMMRSSSS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/MilechinGSKCH17,
author = {Lauren Milechin and
Vijay Gadepally and
Siddharth Samsi and
Jeremy Kepner and
Alexander Chen and
Dylan Hutchison},
title = {{D4M} 3.0: Extended database and language capabilities},
booktitle = {2017 {IEEE} High Performance Extreme Computing Conference, {HPEC}
2017, Waltham, MA, USA, September 12-14, 2017},
pages = {1--6},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/HPEC.2017.8091083},
doi = {10.1109/HPEC.2017.8091083},
timestamp = {Tue, 07 Nov 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hpec/MilechinGSKCH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/ProutABBBGHHJMM17,
author = {Andrew Prout and
William Arcand and
David Bestor and
Bill Bergeron and
Chansup Byun and
Vijay Gadepally and
Matthew Hubbell and
Michael Houle and
Michael Jones and
Peter Michaleas and
Lauren Milechin and
Julie Mullen and
Antonio Rosa and
Siddharth Samsi and
Albert Reuther and
Jeremy Kepner},
title = {{MIT} SuperCloud portal workspace: Enabling {HPC} web application
deployment},
booktitle = {2017 {IEEE} High Performance Extreme Computing Conference, {HPEC}
2017, Waltham, MA, USA, September 12-14, 2017},
pages = {1--6},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/HPEC.2017.8091097},
doi = {10.1109/HPEC.2017.8091097},
timestamp = {Wed, 21 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hpec/ProutABBBGHHJMM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/SamsiGHJKMMRSSS17,
author = {Siddharth Samsi and
Vijay Gadepally and
Michael B. Hurley and
Michael Jones and
Edward K. Kao and
Sanjeev Mohindra and
Paul Monticciolo and
Albert Reuther and
Steven Thomas Smith and
William Song and
Diane Staheli and
Jeremy Kepner},
title = {Static graph challenge: Subgraph isomorphism},
booktitle = {2017 {IEEE} High Performance Extreme Computing Conference, {HPEC}
2017, Waltham, MA, USA, September 12-14, 2017},
pages = {1--6},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/HPEC.2017.8091039},
doi = {10.1109/HPEC.2017.8091039},
timestamp = {Fri, 13 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hpec/SamsiGHJKMMRSSS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/SamsiHKRR17,
author = {Siddharth Samsi and
Brian S. Helfer and
Jeremy Kepner and
Albert Reuther and
Darrell O. Ricke},
title = {A linear algebra approach to fast {DNA} mixture analysis using GPUs},
booktitle = {2017 {IEEE} High Performance Extreme Computing Conference, {HPEC}
2017, Waltham, MA, USA, September 12-14, 2017},
pages = {1--6},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/HPEC.2017.8091027},
doi = {10.1109/HPEC.2017.8091027},
timestamp = {Tue, 07 Nov 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hpec/SamsiHKRR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/BrattainTSKCC17,
author = {Laura J. Brattain and
Brian A. Telfer and
Siddharth Samsi and
Taeyun Ku and
Heejin Choi and
Kwanghun Chung},
title = {Automated dense neuronal fiber tracing and connectivity mapping at
cellular level},
booktitle = {14th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2017, Melbourne, Australia, April 18-21, 2017},
pages = {332--336},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ISBI.2017.7950531},
doi = {10.1109/ISBI.2017.7950531},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/BrattainTSKCC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MilechinCGHSK17,
author = {Lauren Milechin and
Alexander Chen and
Vijay Gadepally and
Dylan Hutchison and
Siddharth Samsi and
Jeremy Kepner},
title = {{D4M} 3.0},
journal = {CoRR},
volume = {abs/1702.03253},
year = {2017},
url = {http://arxiv.org/abs/1702.03253},
eprinttype = {arXiv},
eprint = {1702.03253},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MilechinCGHSK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SamsiHKRR17,
author = {Siddharth Samsi and
Brian S. Helfer and
Jeremy Kepner and
Albert Reuther and
Darrell O. Ricke},
title = {A Linear Algebra Approach to Fast {DNA} Mixture Analysis Using GPUs},
journal = {CoRR},
volume = {abs/1707.00516},
year = {2017},
url = {http://arxiv.org/abs/1707.00516},
eprinttype = {arXiv},
eprint = {1707.00516},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SamsiHKRR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ByunKABBGHHJKMM17,
author = {Chansup Byun and
Jeremy Kepner and
William Arcand and
David Bestor and
Bill Bergeron and
Vijay Gadepally and
Michael Houle and
Matthew Hubbell and
Michael Jones and
Anna Klein and
Peter Michaleas and
Lauren Milechin and
Julie Mullen and
Andrew Prout and
Antonio Rosa and
Siddharth Samsi and
Charles Yee and
Albert Reuther},
title = {Benchmarking Data Analysis and Machine Learning Applications on the
Intel {KNL} Many-Core Processor},
journal = {CoRR},
volume = {abs/1707.03515},
year = {2017},
url = {http://arxiv.org/abs/1707.03515},
eprinttype = {arXiv},
eprint = {1707.03515},
timestamp = {Wed, 21 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ByunKABBGHHJKMM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ProutABBBGHHJMM17,
author = {Andrew Prout and
William Arcand and
David Bestor and
Bill Bergeron and
Chansup Byun and
Vijay Gadepally and
Matthew Hubbell and
Michael Houle and
Michael Jones and
Peter Michaleas and
Lauren Milechin and
Julie Mullen and
Antonio Rosa and
Siddharth Samsi and
Albert Reuther and
Jeremy Kepner},
title = {{MIT} SuperCloud Portal Workspace: Enabling {HPC} Web Application
Deployment},
journal = {CoRR},
volume = {abs/1707.05900},
year = {2017},
url = {http://arxiv.org/abs/1707.05900},
eprinttype = {arXiv},
eprint = {1707.05900},
timestamp = {Wed, 21 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ProutABBBGHHJMM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-00544,
author = {Michael Jones and
Jeremy Kepner and
William Arcand and
David Bestor and
Bill Bergeron and
Vijay Gadepally and
Michael Houle and
Matthew Hubbell and
Peter Michaleas and
Andrew Prout and
Albert Reuther and
Siddharth Samsi and
Paul Monticiollo},
title = {Performance Measurements of Supercomputing and Cloud Storage Solutions},
journal = {CoRR},
volume = {abs/1708.00544},
year = {2017},
url = {http://arxiv.org/abs/1708.00544},
eprinttype = {arXiv},
eprint = {1708.00544},
timestamp = {Wed, 21 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-00544.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-02934,
author = {Lauren Milechin and
Vijay Gadepally and
Siddharth Samsi and
Jeremy Kepner and
Alexander Chen and
Dylan Hutchison},
title = {{D4M} 3.0: Extended Database and Language Capabilities},
journal = {CoRR},
volume = {abs/1708.02934},
year = {2017},
url = {http://arxiv.org/abs/1708.02934},
eprinttype = {arXiv},
eprint = {1708.02934},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-02934.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-06866,
author = {Siddharth Samsi and
Vijay Gadepally and
Michael B. Hurley and
Michael Jones and
Edward K. Kao and
Sanjeev Mohindra and
Paul Monticciolo and
Albert Reuther and
Steven Thomas Smith and
William S. Song and
Diane Staheli and
Jeremy Kepner},
title = {Static Graph Challenge: Subgraph Isomorphism},
journal = {CoRR},
volume = {abs/1708.06866},
year = {2017},
url = {http://arxiv.org/abs/1708.06866},
eprinttype = {arXiv},
eprint = {1708.06866},
timestamp = {Fri, 13 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-06866.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-07883,
author = {Edward K. Kao and
Vijay Gadepally and
Michael B. Hurley and
Michael Jones and
Jeremy Kepner and
Sanjeev Mohindra and
Paul Monticciolo and
Albert Reuther and
Siddharth Samsi and
William Song and
Diane Staheli and
Steven Thomas Smith},
title = {Streaming Graph Challenge: Stochastic Block Partition},
journal = {CoRR},
volume = {abs/1708.07883},
year = {2017},
url = {http://arxiv.org/abs/1708.07883},
eprinttype = {arXiv},
eprint = {1708.07883},
timestamp = {Fri, 13 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-07883.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/JonesABBBMGHKMM16,
author = {Mike Jones and
Bill Arcand and
Bill Bergeron and
David Bestor and
Chansup Byun and
Lauren Milechin and
Vijay Gadepally and
Matthew Hubbell and
Jeremy Kepner and
Peter Michaleas and
Julie Mullen and
Andy Prout and
Tony Rosa and
Siddharth Samsi and
Charles Yee and
Albert Reuther},
title = {Scalability of {VM} provisioning systems},
booktitle = {2016 {IEEE} High Performance Extreme Computing Conference, {HPEC}
2016, Waltham, MA, USA, September 13-15, 2016},
pages = {1--5},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/HPEC.2016.7761629},
doi = {10.1109/HPEC.2016.7761629},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/hpec/JonesABBBMGHKMM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/KepnerGHJMSR16,
author = {Jeremy Kepner and
Vijay Gadepally and
Dylan Hutchison and
Hayden Jananthan and
Timothy G. Mattson and
Siddharth Samsi and
Albert Reuther},
title = {Associative array model of SQL, NoSQL, and NewSQL databases},
booktitle = {2016 {IEEE} High Performance Extreme Computing Conference, {HPEC}
2016, Waltham, MA, USA, September 13-15, 2016},
pages = {1--9},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/HPEC.2016.7761647},
doi = {10.1109/HPEC.2016.7761647},
timestamp = {Wed, 24 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hpec/KepnerGHJMSR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/ProutABBBGHHJMM16,
author = {Andrew Prout and
William Arcand and
David Bestor and
Bill Bergeron and
Chansup Byun and
Vijay Gadepally and
Matthew Hubbell and
Michael Houle and
Michael Jones and
Peter Michaleas and
Lauren Milechin and
Julie Mullen and
Antonio Rosa and
Siddharth Samsi and
Albert Reuther and
Jeremy Kepner},
title = {Enhancing {HPC} security with a user-based firewall},
booktitle = {2016 {IEEE} High Performance Extreme Computing Conference, {HPEC}
2016, Waltham, MA, USA, September 13-15, 2016},
pages = {1--4},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/HPEC.2016.7761641},
doi = {10.1109/HPEC.2016.7761641},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hpec/ProutABBBGHHJMM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/SamsiBABBBGHJKM16,
author = {Siddharth Samsi and
Laura J. Brattain and
William Arcand and
David Bestor and
Bill Bergeron and
Chansup Byun and
Vijay Gadepally and
Matthew Hubbell and
Michael Jones and
Anna Klein and
Peter Michaleas and
Lauren Milechin and
Julie Mullen and
Andrew Prout and
Antonio Rosa and
Charles Yee and
Jeremy Kepner and
Albert Reuther},
title = {Benchmarking SciDB data import on {HPC} systems},
booktitle = {2016 {IEEE} High Performance Extreme Computing Conference, {HPEC}
2016, Waltham, MA, USA, September 13-15, 2016},
pages = {1--5},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/HPEC.2016.7761617},
doi = {10.1109/HPEC.2016.7761617},
timestamp = {Tue, 21 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hpec/SamsiBABBBGHJKM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/JonesABBBMGHKMM16,
author = {Mike Jones and
Bill Arcand and
Bill Bergeron and
David Bestor and
Chansup Byun and
Lauren Milechin and
Vijay Gadepally and
Matthew Hubbell and
Jeremy Kepner and
Peter Michaleas and
Julie Mullen and
Andy Prout and
Tony Rosa and
Siddharth Samsi and
Charles Yee and
Albert Reuther},
title = {Scalability of {VM} Provisioning Systems},
journal = {CoRR},
volume = {abs/1606.05794},
year = {2016},
url = {http://arxiv.org/abs/1606.05794},
eprinttype = {arXiv},
eprint = {1606.05794},
timestamp = {Tue, 29 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/JonesABBBMGHKMM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KepnerGHJMSR16,
author = {Jeremy Kepner and
Vijay Gadepally and
Dylan Hutchison and
Hayden Jananthan and
Timothy G. Mattson and
Siddharth Samsi and
Albert Reuther},
title = {Associative Array Model of SQL, NoSQL, and NewSQL Databases},
journal = {CoRR},
volume = {abs/1606.05797},
year = {2016},
url = {http://arxiv.org/abs/1606.05797},
eprinttype = {arXiv},
eprint = {1606.05797},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KepnerGHJMSR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ProutABBBGHHJMM16,
author = {Andrew Prout and
William Arcand and
David Bestor and
Bill Bergeron and
Chansup Byun and
Vijay Gadepally and
Matthew Hubbell and
Michael Houle and
Michael Jones and
Peter Michaleas and
Lauren Milechin and
Julie Mullen and
Antonio Rosa and
Siddharth Samsi and
Albert Reuther and
Jeremy Kepner},
title = {Enhancing {HPC} Security with a User-Based Firewall},
journal = {CoRR},
volume = {abs/1607.02982},
year = {2016},
url = {http://arxiv.org/abs/1607.02982},
eprinttype = {arXiv},
eprint = {1607.02982},
timestamp = {Wed, 21 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ProutABBBGHHJMM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SamsiBABBBGHHJK16,
author = {Siddharth Samsi and
Laura J. Brattain and
William Arcand and
David Bestor and
Bill Bergeron and
Chansup Byun and
Vijay Gadepally and
Michael Houle and
Matthew Hubbell and
Michael Jones and
Anna Klein and
Peter Michaleas and
Lauren Milechin and
Julie Mullen and
Andrew Prout and
Antonio Rosa and
Charles Yee and
Jeremy Kepner and
Albert Reuther},
title = {Benchmarking SciDB Data Import on {HPC} Systems},
journal = {CoRR},
volume = {abs/1609.07545},
year = {2016},
url = {http://arxiv.org/abs/1609.07545},
eprinttype = {arXiv},
eprint = {1609.07545},
timestamp = {Wed, 21 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SamsiBABBBGHHJK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bhi/SamsiTAS14,
author = {Siddharth Samsi and
Christophe Trefois and
Paul M. A. Antony and
Alexander Skupin},
title = {Automated nuclei clump splitting by combining local concavity orientation
and graph partitioning},
booktitle = {Proceedings of {IEEE-EMBS} International Conference on Biomedical
and Health Informatics, {BHI} 2014, Valencia, Spain, June 1-4, 2014},
pages = {412--415},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/BHI.2014.6864390},
doi = {10.1109/BHI.2014.6864390},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/bhi/SamsiTAS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KrishnamurthySG14,
author = {Ashok K. Krishnamurthy and
Siddharth Samsi and
Vijay Gadepally},
title = {Parallel {MATLAB} Techniques},
journal = {CoRR},
volume = {abs/1407.2636},
year = {2014},
url = {http://arxiv.org/abs/1407.2636},
eprinttype = {arXiv},
eprint = {1407.2636},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KrishnamurthySG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jocs/SamsiKG12,
author = {Siddharth Samsi and
Ashok K. Krishnamurthy and
Metin N. Gurcan},
title = {An efficient computational framework for the analysis of whole slide
images: Application to follicular lymphoma immunohistochemistry},
journal = {J. Comput. Sci.},
volume = {3},
number = {5},
pages = {269--279},
year = {2012},
url = {https://doi.org/10.1016/j.jocs.2012.01.009},
doi = {10.1016/J.JOCS.2012.01.009},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jocs/SamsiKG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmig/Belkacem-BoussaidSLG11,
author = {Kamel Belkacem{-}Boussaid and
Siddharth Samsi and
Gerard Lozanski and
Metin N. Gurcan},
title = {Automatic detection of follicular regions in H{\&}E images using
iterative shape index},
journal = {Comput. Medical Imaging Graph.},
volume = {35},
number = {7-8},
pages = {592--602},
year = {2011},
url = {https://doi.org/10.1016/j.compmedimag.2011.03.001},
doi = {10.1016/J.COMPMEDIMAG.2011.03.001},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cmig/Belkacem-BoussaidSLG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/SamsiGK10,
author = {Siddharth Samsi and
Vijay Gadepally and
Ashok Krishnamurthy},
title = {{MATLAB} for Signal Processing on Multiprocessors and Multicores},
journal = {{IEEE} Signal Process. Mag.},
volume = {27},
number = {2},
pages = {40--49},
year = {2010},
url = {https://doi.org/10.1109/MSP.2009.935421},
doi = {10.1109/MSP.2009.935421},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spm/SamsiGK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbe/SamsiLSKG10,
author = {Siddharth Samsi and
Gerard Lozanski and
Arwa Shanaah and
Ashok K. Krishnamurthy and
Metin N. Gurcan},
title = {Detection of Follicles From IHC-Stained Slides of Follicular Lymphoma
Using Iterative Watershed},
journal = {{IEEE} Trans. Biomed. Eng.},
volume = {57},
number = {10},
pages = {2609--2612},
year = {2010},
url = {https://doi.org/10.1109/TBME.2010.2058111},
doi = {10.1109/TBME.2010.2058111},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tbe/SamsiLSKG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijpp/HudakLKGSN09,
author = {David E. Hudak and
Neil Ludban and
Ashok K. Krishnamurthy and
Vijay Gadepally and
Siddharth Samsi and
John Nehrbass},
title = {A Computational Science {IDE} for {HPC} Systems: Design and Applications},
journal = {Int. J. Parallel Program.},
volume = {37},
number = {1},
pages = {91--105},
year = {2009},
url = {https://doi.org/10.1007/s10766-008-0084-3},
doi = {10.1007/S10766-008-0084-3},
timestamp = {Wed, 01 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijpp/HudakLKGSN09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eScience/CalyamKLGSTHK08,
author = {Prasad Calyam and
Abdul Kalash and
Neil Ludban and
Sowmya Gopalan and
Siddharth Samsi and
Karen A. Tomko and
David E. Hudak and
Ashok K. Krishnamurthy},
title = {Experiences from Cyberinfrastructure Development for Multi-user Remote
Instrumentation},
booktitle = {Fourth International Conference on e-Science, e-Science 2008, 7-12
December 2008, Indianapolis, IN, {USA}},
pages = {293--300},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/eScience.2008.58},
doi = {10.1109/ESCIENCE.2008.58},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eScience/CalyamKLGSTHK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/KrishnamurthyNCS07,
author = {Ashok K. Krishnamurthy and
John Nehrbass and
Juan Carlos Chaves and
Siddharth Samsi},
title = {Survey of Parallel {MATLAB} Techniques and Applications to Signal
and Image Processing},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2007, Honolulu, Hawaii, USA, April
15-20, 2007},
pages = {1181--1184},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/ICASSP.2007.367286},
doi = {10.1109/ICASSP.2007.367286},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/KrishnamurthyNCS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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