Siddharth Samsi

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All published works

Action	Title	Year	Authors
+ PDF Chat	A Benchmark Dataset for Tornado Detection and Prediction using Full-Resolution Polarimetric Weather Radar Data	2024	Mark Veillette James M. Kurdzo Phillip M. Stepanian John Y. N. Cho Siddharth Samsi Joseph McDonald
+	Sustainable Supercomputing for AI	2023	Dan Zhao Siddharth Samsi Joseph McDonald Baolin Li David Bestor Michael Jones Devesh Tiwari Vijay Gadepally
+ PDF Chat	Lincoln AI Computing Survey (LAICS) Update	2023	Albert Reuther Peter Michaleas Michael Jones Vijay Gadepally Siddharth Samsi Jeremy Kepner
+ PDF Chat	Focusing and Calibration of Large Scale Network Sensors Using GraphBLAS Anonymized Hypersparse Matrices	2023	Jeremy Kepner Michael G. Jones Phil Dykstra Chansup Byun Timothy A. Davis Hayden Jananthan William Arcand David Bestor William Bergeron Vijay Gadepally
+ PDF Chat	Mapping of Internet “Coastlines” via Large Scale Anonymized Network Source Correlations	2023	Hayden Jananthan Jeremy Kepner Michael G. Jones William Arcand David Bestor William Bergeron Chansup Byun Timothy A. Davis Vijay Gadepally Daniel Grant
+ PDF Chat	Deployment of Real-Time Network Traffic Analysis Using GraphBLAS Hypersparse Matrices and D4M Associative Arrays	2023	Michael G. Jones Jeremy Kepner Andrew Prout Timothy A. Davis William Arcand David Bestor William Bergeron Chansup Byun Vijay Gadepally Micheal Houle
+ PDF Chat	A Deep Learning–Based Velocity Dealiasing Algorithm Derived from the WSR-88D Open Radar Product Generator	2023	Mark Veillette James M. Kurdzo Phillip M. Stepanian Joseph McDonald Siddharth Samsi John Y. N. Cho
+	Deployment of Real-Time Network Traffic Analysis using GraphBLAS Hypersparse Matrices and D4M Associative Arrays	2023	Michael Jones Jeremy Kepner Andrew Prout Timothy A. Davis William Arcand David Bestor William Bergeron Chansup Byun Vijay Gadepally Micheal Houle
+	Focusing and Calibration of Large Scale Network Sensors using GraphBLAS Anonymized Hypersparse Matrices	2023	Jeremy Kepner Michael G. Jones Phil Dykstra Chansup Byun Timothy A. Davis Hayden Jananthan William Arcand David Bestor William Bergeron Vijay Gadepally
+	pPython Performance Study	2023	Chansup Byun William Arcand David Bestor Bill Bergeron Vijay Gadepally Michael E. Houle Matthew Hubbell Hayden Jananthan Michael Jones Anna Klein
+	Lincoln AI Computing Survey (LAICS) Update	2023	Albert Reuther Peter Michaleas Michael Jones Vijay Gadepally Siddharth Samsi Jeremy Kepner
+ PDF Chat	MISO	2022	Baolin Li Tirthak Patel Siddharth Samsi Vijay Gadepally Devesh Tiwari
+ PDF Chat	Benchmarking Resource Usage for Efficient Distributed Deep Learning	2022	Nathan C. Frey Baolin Li Joseph McDonald Dan Zhao Michael Jones David Bestor Devesh Tiwari Vijay Gadepally Siddharth Samsi
+ PDF Chat	An Evaluation of Low Overhead Time Series Preprocessing Techniques for Downstream Machine Learning	2022	Matthew L. Weiss Joseph McDonald David Bestor Charles Yee Daniel Edelman Michael Jones Andrew Prout Andrew Bowne Lindsey McEvoy Vijay Gadepally
+ PDF Chat	pPython for Parallel Python Programming	2022	Chansup Byun William Arcand David Bestor Bill Bergeron Vijay Gadepally Michael E. Houle Matthew Hubbell Hayden Jananthan Michael Jones Kurt Keville
+ PDF Chat	Hypersparse Network Flow Analysis of Packets with GraphBLAS	2022	Tyler Trigg Chad Meiners Sandeep Pisharody Hayden Jananthan Michael T. Jones Adam Michaleas Timothy A. Davis Erik Welch William Arcand David Bestor
+ PDF Chat	AI and ML Accelerator Survey and Trends	2022	Albert Reuther Peter Michaleas Michael Jones Vijay Gadepally Siddharth Samsi Jeremy Kepner
+ PDF Chat	Python Implementation of the Dynamic Distributed Dimensional Data Model	2022	Hayden Jananthan Lauren Milechin Michael Jones William Arcand William Bergeron David Bestor Chansup Byun Michael E. Houle Matthew Hubbell Vijay Gadepally
+ PDF Chat	Developing a Series of AI Challenges for the United States Department of the Air Force	2022	Vijay Gadepally Gregory Angelides Andrei Barbu Andrew Bowne Laura J. Brattain Tamara Broderick Armando Cabrera Glenn Carl Ronisha Carter Miriam Cha
+ PDF Chat	New Phenomena in Large-Scale Internet Traffic	2022	Jeremy Kepner Kenjiro Cho kc claffy Vijay Gadepally Sarah McGuire Lauren Milechin William Arcand David Bestor William Bergeron Chansup Byun
+ PDF Chat	The MIT Supercloud Workload Classification Challenge	2022	Benny J. Tang Qiqi Chen Matthew L. Weiss Nathan C. Frey Joseph McDonald David Bestor Charles Yee William Arcand William Bergeron Chansup Byun
+ PDF Chat	Temporal Correlation of Internet Observatories and Outposts	2022	Jeremy Kepner Michael T. Jones Daniel Andersen Aydın Buluç Chansup Byun kc claffy Timothy A. Davis William Arcand Jonathan Bernays David Bestor
+ PDF Chat	A Green(er) World for A.I.	2022	Dan Zhao Nathan C. Frey Joseph McDonald Matthew Hubbell David Bestor Michael Jones Andrew Prout Vijay Gadepally Siddharth Samsi
+	New Phenomena in Large-Scale Internet Traffic	2022	Jeremy Kepner Kenjiro Cho kc claffy Vijay Gadepally Sarah McGuire Lauren Milechin William Arcand David Bestor William Bergeron Chansup Byun
+	Benchmarking Resource Usage for Efficient Distributed Deep Learning	2022	Nathan C. Frey Baolin Li J.C. McDonald Dan Zhao Michael Jones David Bestor Devesh Tiwari Vijay Gadepally Siddharth Samsi
+	Developing a Series of AI Challenges for the United States Department of the Air Force	2022	Vijay Gadepally Gregory Angelides Andrei Barbu Andrew Bowne Laura J. Brattain Tamara Broderick Armando Cabrera Glenn Carl Ronisha Carter Miriam Cha
+	pPython for Parallel Python Programming	2022	Chansup Byun William Arcand David Bestor Bill Bergeron Vijay Gadepally Michael E. Houle Matthew Hubbell Hayden Jananthan Michael Jones Kurt Keville
+	GraphBLAS on the Edge: Anonymized High Performance Streaming of Network Traffic	2022	Michael Jones Jeremy Kepner Daniel Andersen Aydın Buluç Chansup Byun K Claffy Timothy A. Davis William Arcand Jonathan Bernays David Bestor
+	An Evaluation of Low Overhead Time Series Preprocessing Techniques for Downstream Machine Learning	2022	Matthew L. Weiss J.C. McDonald David Bestor Charles Yee Daniel C. Edelman Michael Jones Andrew Prout Andrew Bowne Lindsey McEvoy Vijay Gadepally
+	Hypersparse Network Flow Analysis of Packets with GraphBLAS	2022	Tyler Trigg Chad R. Meiners Sandeep Pisharody Hayden Jananthan Michael Jones Adam Michaleas Timothy A. Davis Erik Welch William Arcand David Bestor
+	A Deep Learning-based Velocity Dealiasing Algorithm Derived from the WSR-88D Open Radar Product Generator	2022	Mark Veillette James M. Kurdzo Phillip M. Stepanian J.C. McDonald Siddharth Samsi John Y. N. Cho
+ PDF Chat	Vertical, Temporal, and Horizontal Scaling of Hierarchical Hypersparse GraphBLAS Matrices	2021	Jeremy Kepner Tim D. Davis Chansup Byun William Arcand David Bestor William Bergeron Vijay Gadepally Michael E. Houle Matthew Hubbell Michael Jones
+ PDF Chat	Spatial Temporal Analysis of 40,000,000,000,000 Internet Darkspace Packets	2021	Jeremy Kepner Michael Jones Daniel Andersen Aydın Buluç Chansup Byun kc claffy Timothy A. Davis William Arcand Jonathan Bernays David Bestor
+ PDF Chat	Node-Based Job Scheduling for Large Scale Simulations of Short Running Jobs	2021	Chansup Byun William Arcand David Bestor Bill Bergeron Vijay Gadepally Michael E. Houle Matthew Hubbell Michael Jones Anna Klein Peter Michaleas
+ PDF Chat	3D Real-Time Supercomputer Monitoring	2021	Bill Bergeron Matthew Hubbell Dylan Sequeira Winter Williams William Arcand David Bestor Chansup Byun Vijay Gadepally Michael E. Houle Michael T. Jones
+ PDF Chat	AI Accelerator Survey and Trends	2021	Albert Reuther Peter Michaleas Michael Jones Vijay Gadepally Siddharth Samsi Jeremy Kepner
+	AI Accelerator Survey and Trends.	2021	Albert Reuther Peter Michaleas Michael Jones Vijay Gadepally Siddharth Samsi Jeremy Kepner
+	3D Real-Time Supercomputer Monitoring.	2021	Bill Bergeron Matthew Hubbell Dylan Sequeira Winter Williams William Arcand David Bestor Chansup Byun Vijay Gadepally Michael E. Houle Michael Jones
+ PDF Chat	3D Real-Time Supercomputer Monitoring	2021	Bill Bergeron Matthew Hubbell Dylan Sequeira Winter Williams William Arcand David Bestor Chansup Byun Vijay Gadepally Michael E. Houle
+ PDF Chat	Detecting Pathogen Exposure During the Non-symptomatic Incubation Period Using Physiological Data: Proof of Concept in Non-human Primates	2021	Shakti K. Davis Lauren Milechin Tejash Patel Mark Hernandez Greg Ciccarelli Siddharth Samsi Lisa E. Hensley Arthur J. Goff John C. Trefry Sara C. Johnston
+	The MIT Supercloud Dataset	2021	Siddharth Samsi Matthew L. Weiss David Bestor Baolin Li Michael Jones Albert Reuther Daniel Edelman William Arcand Chansup Byun John Holodnack
+	Scalable Geometric Deep Learning on Molecular Graphs	2021	Nathan C. Frey Siddharth Samsi J.C. McDonald Lin Li Connor W. Coley Vijay Gadepally
+ PDF Chat	Survey of Machine Learning Accelerators	2020	Albert Reuther Peter Michaleas Michael Jones Vijay Gadepally Siddharth Samsi Jeremy Kepner
+ PDF Chat	Layer-Parallel Training with GPU Concurrency of Deep Residual Neural Networks via Nonlinear Multigrid	2020	Andrew C. Kirby Siddharth Samsi Michael Jones Albert Reuther Jeremy Kepner Vijay Gadepally
+ PDF Chat	Benchmarking network fabrics for data distributed training of deep neural networks	2020	Siddharth Samsi Andrew Prout Michael Jones Andrew C. Kirby Bill Arcand Bill Bergeron David Bestor Chansup Byun Vijay Gadepally Michael E. Houle
+ PDF Chat	GraphChallenge.org Triangle Counting Performance	2020	Siddharth Samsi Jeremy Kepner Vijay Gadepally M. Hurley Michael Jones Edward K. Kao Sanjeev Mohindra Albert Reuther Steven T. Smith William Song
+ PDF Chat	Best of Both Worlds: High Performance Interactive and Batch Launching	2020	Chansup Byun Jeremy Kepner William Arcand David Bestor Bill Bergeron Vijay Gadepally Michael E. Houle Matthew Hubbell Michael Jones Andrew C. Kirby
+ PDF Chat	Multi-Temporal Analysis and Scaling Relations of 100,000,000,000 Network Packets	2020	Jeremy Kepner Chad R. Meiners Chansup Byun Sarah McGuire Timothy A. Davis William Arcand Jonathan Bernays David Bestor William Bergeron Vijay Gadepally
+ PDF Chat	Accuracy and Performance Comparison of Video Action Recognition Approaches	2020	Matthew Hutchinson Siddharth Samsi William Arcand David Bestor Bill Bergeron Chansup Byun Micheal Houle Matthew Hubbell Micheal Jones Jeremy Kepner
+ PDF Chat	Compute, Time and Energy Characterization of Encoder-Decoder Networks with Automatic Mixed Precision Training	2020	Siddharth Samsi M. G. K. Jones Mark M. Veillette
+	Compute, Time and Energy Characterization of Encoder-Decoder Networks with Automatic Mixed Precision Training	2020	Siddharth Samsi M. G. K. Jones Mark M. Veillette
+	Layer-Parallel Training with GPU Concurrency of Deep Residual Neural Networks via Nonlinear Multigrid	2020	Andrew C. Kirby Siddharth Samsi Michael Jones Albert Reuther Jeremy Kepner Vijay Gadepally
+ PDF Chat	75,000,000,000 Streaming Inserts/Second Using Hierarchical Hypersparse GraphBLAS Matrices	2020	Jeremy Kepner Tim D. Davis Chansup Byun William Arcand David Bestor William Bergeron Vijay Gadepally Matthew Hubbell Michael E. Houle Michael Jones
+	Layer-Parallel Training with GPU Concurrency of Deep Residual Neural Networks via Nonlinear Multigrid	2020	Andrew C. Kirby Siddharth Samsi Michael Jones Albert Reuther Jeremy Kepner Vijay Gadepally
+ PDF Chat	Distributed Deep Learning for Precipitation Nowcasting	2019	Siddharth Samsi Christopher J. Mattioli Mark Veillette
+ PDF Chat	TapirXLA: Embedding Fork-Join Parallelism into the XLA Compiler in TensorFlow Using Tapir	2019	Tao B. Schardl Siddharth Samsi
+ PDF Chat	Securing HPC using Federated Authentication	2019	Andrew Prout Anna Klein Peter Michaleas Lauren Milechin Julie Mullen Antonio De Rosa Siddharth Samsi Charles Yee Albert Reuther Jeremy Kepner
+ PDF Chat	Optimizing Xeon Phi for Interactive Data Analysis	2019	Chansup Byun Anne Klein Lauren Milechin Peter Michaleas Julie Mullen Andrew Prout Antonio Rosa Siddharth Samsi Charles Yee Albert Reuther
+ PDF Chat	Survey and Benchmarking of Machine Learning Accelerators	2019	Albert Reuther Peter Michaleas Michael Jones Vijay Gadepally Siddharth Samsi Jeremy Kepner
+ PDF Chat	Large Scale Organization and Inference of an Imagery Dataset for Public Safety	2019	Jeffrey Liu David Strohschein Siddharth Samsi Andrew Weinert
+ PDF Chat	Streaming 1.9 Billion Hypersparse Network Updates per Second with D4M	2019	Jeremy Kepner Michael E. Houle Michael Jones Anne Klein Peter Michaleas Julie Mullen Andrew Prout Antonio Rosa Charles Yee Albert Reuther
+ PDF Chat	TapirXLA: Embedding Fork-Join Parallelism into the XLA Compiler in TensorFlow Using Tapir	2019	Tao B. Schardl Siddharth Samsi
+	A Billion Updates per Second Using 30,000 Hierarchical In-Memory D4M Databases	2019	Jeremy Kepner Vijay Gadepally Lauren Milechin Siddharth Samsi William Arcand David Bestor William Bergeron Chansup Byun Matthew Hubbell Michael E. Houle
+ PDF Chat	GraphChallenge.org: Raising the Bar on Graph Analytic Performance	2018	Siddharth Samsi Vijay Gadepally M. Hurley Michael Jones Edward K. Kao Sanjeev Mohindra Paul Monticciolo Albert Reuther Steven T. Smith William Song
+ PDF Chat	Interactive Supercomputing on 40,000 Cores for Machine Learning and Data Analysis	2018	Albert Reuther Jeremy Kepner Chansup Byun Siddharth Samsi William Arcand David Bestor Bill Bergeron Vijay Gadepally Michael E. Houle Matthew Hubbell
+ PDF Chat	Hyperscaling Internet Graph Analysis with D4M on the MIT SuperCloud	2018	Vijay Gadepally Jeremy Kepner Lauren Milechin William Arcand David Bestor Bill Bergeron Chansup Byun Matthew Hubbell Micheal Houle Micheal Jones
+ PDF Chat	Interactive Launch of 16,000 Microsoft Windows Instances on a Supercomputer	2018	Michael Jones Jeremy Kepner Bradley J. Orchard Albert Reuther William Arcand David Bestor Bill Bergeron Chansup Byun Vijay Gadepally Michael E. Houle
+	Hyperscaling Internet Graph Analysis with D4M on the MIT SuperCloud	2018	Vijay Gadepally Jeremy Kepner Lauren Milechin William Arcand David Bestor Bill Bergeron Chansup Byun Matthew Hubbell Micheal Houle Micheal Jones
+	Interactive Launch of 16,000 Microsoft Windows Instances on a Supercomputer	2018	Michael Jones Jeremy Kepner Bradley J. Orchard Albert Reuther William Arcand David Bestor Bill Bergeron Chansup Byun Vijay Gadepally Michael E. Houle
+ PDF Chat	Design, Generation, and Validation of Extreme Scale Power-Law Graphs	2018	Jeremy Kepner Siddharth Samsi William Arcand David Bestor Bill Bergeron Tim D. Davis Vijay Gadepally Michael E. Houle Matthew Hubbell Hayden Jananthan
+	Hyperscaling Internet Graph Analysis with D4M on the MIT SuperCloud	2018	Vijay Gadepally Jeremy Kepner Lauren Milechin William Arcand David Bestor Bill Bergeron Chansup Byun Matthew Hubbell Micheal Houle Micheal Jones
+	Interactive Launch of 16,000 Microsoft Windows Instances on a Supercomputer	2018	Michael Jones Jeremy Kepner Bradley Orchard Albert Reuther William Arcand David Bestor Bill Bergeron Chansup Byun Vijay Gadepally Michael E. Houle
+ PDF Chat	Detecting pathogen exposure during the non-symptomatic incubation period using physiological data	2017	Lauren Milechin Shakti K. Davis Tejash Patel Mark Hernandez Greg Ciccarelli Steven J. Schwartz Siddharth Samsi Lisa E. Hensley Arthur J. Goff John C. Trefry
+ PDF Chat	A linear algebra approach to fast DNA mixture analysis using GPUs	2017	Siddharth Samsi Brian S. Helfer Jeremy Kepner Albert Reuther Darrell Ricke
+ PDF Chat	MIT SuperCloud portal workspace: Enabling HPC web application deployment	2017	Andrew Prout William Arcand David Bestor Bill Bergeron Chansup Byun Vijay Gadepally Matthew Hubbell Michael E. Houle Michael Jones Peter Michaleas
+ PDF Chat	Streaming graph challenge: Stochastic block partition	2017	Edward K. Kao Vijay Gadepally M. Hurley Michael Jones Jeremy Kepner Sanjeev Mohindra Paul Monticciolo Albert Reuther Siddharth Samsi William Song
+ PDF Chat	Static graph challenge: Subgraph isomorphism	2017	Siddharth Samsi Vijay Gadepally M. Hurley Michael Jones Edward K. Kao Sanjeev Mohindra Paul Monticciolo Albert Reuther Steven T. Smith William Song
+ PDF Chat	D4M 3.0: Extended database and language capabilities	2017	Lauren Milechin Vijay Gadepally Siddharth Samsi Jeremy Kepner Alexander Chen David Hutchison
+ PDF Chat	Performance measurements of supercomputing and cloud storage solutions	2017	Michael Jones Jeremy Kepner William Arcand David Bestor Bill Bergeron Vijay Gadepally Michael E. Houle Matthew Hubbell Peter Michaleas Andrew Prout
+ PDF Chat	Benchmarking data analysis and machine learning applications on the Intel KNL many-core processor	2017	Chansup Byun Jeremy Kepner William Arcand David Bestor Bill Bergeron Vijay Gadepally Michael E. Houle Matthew Hubbell Michael Jones Anna Klein
+	A Linear Algebra Approach to Fast DNA Mixture Analysis Using GPUs	2017	Siddharth Samsi Brian S. Helfer Jeremy Kepner Albert Reuther Darrell Ricke
+	D4M 3.0	2017	Lauren Milechin Alexander Chen Vijay Gadepally David Hutchison Siddharth Samsi Jeremy Kepner
+ PDF Chat	Enhancing HPC security with a user-based firewall	2016	Andrew Prout William Arcand David Bestor Bill Bergeron Chansup Byun Vijay Gadepally Matthew Hubbell Michael E. Houle Michael Jones Peter Michaleas
+ PDF Chat	Scalability of VM provisioning systems	2016	Mike Jones Bill Arcand Bill Bergeron David Bestor Chansup Byun Lauren Milechin Vijay Gadepally Matt Hubbell Jeremy Kepner Pete Michaleas
+ PDF Chat	Benchmarking SciDB data import on HPC systems	2016	Siddharth Samsi Laura J. Brattain William Arcand David Bestor Bill Bergeron Chansup Byun Vijay Gadepally Matthew Hubbell Michael Jones Anna Klein
+ PDF Chat	Associative array model of SQL, NoSQL, and NewSQL databases	2016	Jeremy Kepner Vijay Gadepally David Hutchison Hayden Jananthan Timothy G. Mattson Siddharth Samsi Albert Reuther
+	Parallel MATALAB Techniques	2009	Ashok Krishnamurthy Siddharth Samsi Vijay Gadepally

Common Coauthors

Coauthor	Papers Together
Jeremy Kepner	67
Albert Reuther	65
Vijay Gadepally	63
David Bestor	52
Peter Michaleas	51
Lauren Milechin	49
Matthew Hubbell	46
Charles Yee	45
William Arcand	44
Chansup Byun	43
Michael Jones	40
Julie Mullen	36
Andrew Prout	32
Anna Klein	31
Michael E. Houle	29
Antonio Rosa	26
Bill Bergeron	25
William Bergeron	20
Antonio De Rosa	18
Hayden Jananthan	15
Andrew Prout	15
Michael Jones	11
Timothy A. Davis	11
Vijay Gadepally	10
Guillermo Morales	9
Micheal Houle	8
Joseph McDonald	8
Andrew C. Kirby	7
Sandeep Pisharody	7
Devesh Tiwari	6
Julia Mullen	6
Matthew L. Weiss	6
Baolin Li	6
Mark Veillette	6
Micheal Houle	6
Tyler Trigg	5
Andrew Bowne	5
Nathan C. Frey	5
Ritesh Patel	5
Micheal Jones	5
kc claffy	4
J.C. McDonald	4
Lindsey McEvoy	4
Steven T. Smith	4
Adam Michaleas	4
William Song	4
M. Hurley	4
Diane Staheli	4
Paul Monticciolo	4
Sanjeev Mohindra	4

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Interactive Supercomputing on 40,000 Cores for Machine Learning and Data Analysis	2018	Albert Reuther Jeremy Kepner Chansup Byun Siddharth Samsi William Arcand David Bestor Bill Bergeron Vijay Gadepally Michael E. Houle Matthew Hubbell	19
+ PDF Chat	Achieving 100,000,000 database inserts per second using Accumulo and D4M	2014	Jeremy Kepner William Arcand David Bestor Bill Bergeron Chansup Byun Vijay Gadepally Matthew Hubbell Peter Michaleas Julie Mullen Andrew Prout	17
+ PDF Chat	D4M 2.0 schema: A general purpose high performance schema for the Accumulo database	2013	Jeremy Kepner Christian N. K. Anderson William Arcand David Bestor Bill Bergeron Chansup Byun Matthew Hubbell Peter Michaleas Julie Mullen David O’Gwynn	14
+ PDF Chat	Enabling on-demand database computing with MIT SuperCloud database management system	2015	Andrew Prout Jeremy Kepner Peter Michaleas William Arcand David Bestor Bill Bergeron Chansup Byun Lauren Edwards Vijay Gadepally Matthew Hubbell	13
+ PDF Chat	D4M: Bringing associative arrays to database engines	2015	Vijay Gadepally Jeremy Kepner William Arcand David Bestor Bill Bergeron Chansup Byun Lauren Edwards Matthew Hubbell Peter Michaleas Julie Mullen	13
+	Mathematical foundations of the GraphBLAS	2016	Jeremy Kepner Peter Aaltonen David A. Bader Aydın Buluç Franz Franchetti John R. Gilbert David Hutchison Manoj Kumar Andrew Lumsdaine Henning Meyerhenke	11
+ PDF Chat	Big Data strategies for Data Center Infrastructure management using a 3D gaming platform	2015	Matthew Hubbell Andrew Moran William Arcand David Bestor Bill Bergeron Chansup Byun Vijay Gadepally Peter Michaleas Julie Mullen Andrew Prout	9
+ PDF Chat	Hyperscaling Internet Graph Analysis with D4M on the MIT SuperCloud	2018	Vijay Gadepally Jeremy Kepner Lauren Milechin William Arcand David Bestor Bill Bergeron Chansup Byun Matthew Hubbell Micheal Houle Micheal Jones	9
+ PDF Chat	Computing on masked data: a high performance method for improving big data veracity	2014	Jeremy Kepner Vijay Gadepally Pete Michaleas Nabíl Schear Mayank Varia Arkady Yerukhimovich Robert K. Cunningham	9
+ PDF Chat	Community Structure in Time-Dependent, Multiscale, and Multiplex Networks	2010	Peter J. Mucha Thomas Richardson K. T. Macon Mason A. Porter Jukka-Pekka Onnela	8
+ PDF Chat	Streaming 1.9 Billion Hypersparse Network Updates per Second with D4M	2019	Jeremy Kepner Michael E. Houle Michael Jones Anne Klein Peter Michaleas Julie Mullen Andrew Prout Antonio Rosa Charles Yee Albert Reuther	8
+ PDF Chat	Static graph challenge: Subgraph isomorphism	2017	Siddharth Samsi Vijay Gadepally M. Hurley Michael Jones Edward K. Kao Sanjeev Mohindra Paul Monticciolo Albert Reuther Steven T. Smith William Song	8
+	Caffe: Convolutional Architecture for Fast Feature Embedding	2014	Yangqing Jia Evan Shelhamer Jeff Donahue Sergey Karayev Jonathan Long Ross Girshick Sergio Guadarrama Trevor Darrell	7
+ PDF Chat	Hypersparse Neural Network Analysis of Large-Scale Internet Traffic	2019	Jeremy Kepner Kenjiro Cho kc claffy Vijay Gadepally Peter Michaleas Lauren Milechin	7
+ PDF Chat	Scalability of VM provisioning systems	2016	Mike Jones Bill Arcand Bill Bergeron David Bestor Chansup Byun Lauren Milechin Vijay Gadepally Matt Hubbell Jeremy Kepner Pete Michaleas	7
+	Zero Botnets: An Observe-Pursue-Counter Approach	2022	Jeremy Kepner Jonathan Bernays Stephen Buckley Kenjiro Cho Cary Conrad Leslie Daigle Keeley Erhardt Vijay Gadepally Barry R. Greene Michael Jones	7
+ PDF Chat	75,000,000,000 Streaming Inserts/Second Using Hierarchical Hypersparse GraphBLAS Matrices	2020	Jeremy Kepner Tim D. Davis Chansup Byun William Arcand David Bestor William Bergeron Vijay Gadepally Matthew Hubbell Michael E. Houle Michael Jones	7
+ PDF Chat	Julia: A Fresh Approach to Numerical Computing	2017	Jeff Bezanson Alan Edelman Stefan Karpinski Viral B. Shah	7
+ PDF Chat	Survey and Benchmarking of Machine Learning Accelerators	2019	Albert Reuther Peter Michaleas Michael Jones Vijay Gadepally Siddharth Samsi Jeremy Kepner	7
+	TensorFlow: A system for large-scale machine learning	2016	Martı́n Abadi Paul Barham Jianmin Chen Zhifeng Chen Andy Davis Jay B. Dean Matthieu Devin Sanjay Ghemawat Geoffrey Irving Michael Isard	6
+	The Lustre Storage Architecture	2019	Peter J. Braam	6
+ PDF Chat	Streaming graph challenge: Stochastic block partition	2017	Edward K. Kao Vijay Gadepally M. Hurley Michael Jones Jeremy Kepner Sanjeev Mohindra Paul Monticciolo Albert Reuther Siddharth Samsi William Song	6
+ PDF Chat	Using a Power Law distribution to describe big data	2015	Vijay Gadepally Jeremy Kepner	6
+ PDF Chat	LLMapReduce: Multi-level map-reduce for high performance data analysis	2016	Chansup Byun Jeremy Kepner William Arcand David Bestor Bill Bergeron Vijay Gadepally Matthew Hubbell Peter Michaleas Julie Mullen Andrew Prout	6
+ PDF Chat	Multi-Temporal Analysis and Scaling Relations of 100,000,000,000 Network Packets	2020	Jeremy Kepner Chad R. Meiners Chansup Byun Sarah McGuire Timothy A. Davis William Arcand Jonathan Bernays David Bestor William Bergeron Vijay Gadepally	6
+ PDF Chat	DLA: Compiler and FPGA Overlay for Neural Network Inference Acceleration	2018	Mohamed S. Abdelfattah David Han Andrew Bitar Roberto DiCecco Shane O’Connell Nitika Shanker Joseph Lin Chu Ian Prins Joshua Fender Andrew C. Ling	6
+ PDF Chat	Efficient Processing of Deep Neural Networks: A Tutorial and Survey	2017	Vivienne Sze Yu‐Hsin Chen Tien-Ju Yang Joel Emer	5
+ PDF Chat	Emergence of Scaling in Random Networks	1999	Albert‐László Barabási Réka Albert	5
+ PDF Chat	Benchmarking SciDB data import on HPC systems	2016	Siddharth Samsi Laura J. Brattain William Arcand David Bestor Bill Bergeron Chansup Byun Vijay Gadepally Matthew Hubbell Michael Jones Anna Klein	5
+ PDF Chat	PageRank Pipeline Benchmark: Proposal for a Holistic System Benchmark for Big-Data Platforms	2016	Patrick Dreher Chansup Byun Chris Hill Vijay Gadepally Bradley C. Kuszmaul Jeremy Kepner	5
+ PDF Chat	Enabling massive deep neural networks with the GraphBLAS	2017	Jeremy Kepner Manoj Kumar José E. Moreira Pratap Pattnaik Maurício Serrano Henry M. Tufo	5
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	5
+	Tensor Decompositions and Applications	2009	Tamara G. Kolda Brett W. Bader	5
+	In-Datacenter Performance Analysis of a Tensor Processing Unit	2017	Norman P. Jouppi Cliff Young Nishant Patil David A. Patterson Gaurav Agrawal Raminder Bajwa S. C. Bates Suresh Bhatia Nan Boden Al Borchers	4
+ PDF Chat	Scalable system scheduling for HPC and big data	2017	Albert Reuther Chansup Byun William Arcand David Bestor Bill Bergeron Matthew Hubbell Michael Jones Peter Michaleas Andrew Prout Antonio De Rosa	4
+ PDF Chat	New Phenomena in Large-Scale Internet Traffic	2022	Jeremy Kepner Kenjiro Cho kc claffy Vijay Gadepally Sarah McGuire Lauren Milechin William Arcand David Bestor William Bergeron Chansup Byun	4
+	An Analysis of Deep Neural Network Models for Practical Applications	2016	Alfredo Canziani Adam Paszke Eugenio Culurciello	4
+ PDF Chat	Community structure and scale-free collections of Erdős-Rényi graphs	2012	C. Seshadhri Tamara G. Kolda Ali Pinar	4
+	Mixed Precision Training	2017	Paulius Micikevicius Sharan Narang Jonah Alben Gregory Diamos Erich Elsen David García Boris Ginsburg Michael Houston Oleksii Kuchaiev Ganesh Venkatesh	4
+ PDF Chat	'pMATLAB Parallel MATLAB Library'	2007	Nadya Bliss Jeremy Kepner	4
+ PDF Chat	Standards for graph algorithm primitives	2013	Tim Mattson David A. Bader Jon Berry Aydın Buluç Jack Dongarra Christos Faloutsos John Feo John R. Gilbert Joseph E. Gonzalez Bruce Hendrickson	4
+ PDF Chat	ImageNet Large Scale Visual Recognition Challenge	2015	Olga Russakovsky Jia Deng Hao Su Jonathan Krause Sanjeev Satheesh Sean Ma Zhiheng Huang Andrej Karpathy Aditya Khosla Michael S. Bernstein	4
+ PDF Chat	Graphulo: Linear Algebra Graph Kernels for NoSQL Databases	2015	Vijay Gadepally Jake Bolewski Dan Hook David Hutchison Ben Miller Jeremy Kepner	4
+	Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting	2015	Xingjian Shi Zhourong Chen Hao Wang Dit‐Yan Yeung Wai Kin Wong Wang‐chun Woo	4
+ PDF Chat	Graphulo implementation of server-side sparse matrix multiply in the Accumulo database	2015	David Hutchison Jeremy Kepner Vijay Gadepally Adam Fuchs	4
+ PDF Chat	Distributed Deep Learning for Precipitation Nowcasting	2019	Siddharth Samsi Christopher J. Mattioli Mark Veillette	4
+ PDF Chat	Scheduler technologies in support of high performance data analysis	2016	Albert Reuther Chansup Byun William Arcand David Bestor Bill Bergeron Matthew Hubbell Michael Jones Peter Michaleas Andrew Prout Antonio Rosa	4
+ PDF Chat	ImageNet Training in Minutes	2018	Yang You Zhao Zhang Cho‐Jui Hsieh James Demmel Kurt Keutzer	4
+	Graphs, Matrices, and the GraphBLAS: Seven Good Reasons	2015	Jeremy Kepner David A. Bader Aydın Buluç John R. Gilbert Timothy G. Mattson Henning Meyerhenke	4
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