+
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HPC with Enhanced User Separation
|
2024
|
Andrew Prout
Albert Reuther
Michael E. Houle
Michael T. Jones
Peter Michaleas
Larry W. Anderson
William Arcand
Bill Bergeron
David Bestor
Alex Bonn
|
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PDF
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GPU Sharing with Triples Mode
|
2024
|
Chansup Byun
Albert Reuther
Larry W. Anderson
William Arcand
Bill Bergeron
David Bestor
Alexander Bonn
Daniel Burrill
Vijay Gadepally
Michael E. Houle
|
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PDF
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LLload: An Easy-to-Use HPC Utilization Tool
|
2024
|
Chansup Byun
Albert Reuther
Julie Mullen
Larry W. Anderson
William Arcand
Bill Bergeron
David Bestor
Alexander Bonn
Daniel Burrill
Vijay Gadepally
|
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PDF
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Supercomputer 3D Digital Twin for User Focused Real-Time Monitoring
|
2024
|
William Bergeron
Matthew Hubbell
Daniel Mojica
Albert Reuther
William Arcand
David Bestor
Daniel Burrill
Chansup
Byun
Vijay Gadepally
|
+
PDF
Chat
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HPC with Enhanced User Separation
|
2024
|
Andrew Prout
Albert Reuther
Michael E. Houle
Michael T. Jones
Peter Michaleas
Larry W. Anderson
William Arcand
Bill Bergeron
David Bestor
Alex Bonn
|
+
PDF
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Anonymized Network Sensing Graph Challenge
|
2024
|
Hayden Jananthan
Michael G. Jones
William Arcand
David Bestor
William Bergeron
Daniel Burrill
Aydın Buluç
Chansup Byun
Timothy M. E. Davis
Vijay Gadepally
|
+
PDF
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What is Normal? A Big Data Observational Science Model of Anonymized
Internet Traffic
|
2024
|
Jeremy Kepner
Hayden Jananthan
Michael G. Jones
William Arcand
David Bestor
William Bergeron
Daniel Burrill
Aydın Buluç
Chansup Byun
Timothy M. E. Davis
|
+
PDF
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LLload: Simplifying Real-Time Job Monitoring for HPC Users
|
2024
|
Chansup Byun
Julia Mullen
Albert Reuther
William Arcand
William Bergeron
David Bestor
Daniel Burrill
Vijay Gadepally
Michael E. Houle
Matthew Hubbell
|
+
PDF
Chat
|
LLload: Simplifying Real-Time Job Monitoring for HPC Users
|
2024
|
Chansup Byun
Julia Mullen
Albert Reuther
William Arcand
William Bergeron
David Bestor
Daniel Burrill
Vijay Gadepally
Michael E. Houle
Matthew Hubbell
|
+
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Sustainable Supercomputing for AI
|
2023
|
Dan Zhao
Siddharth Samsi
Joseph McDonald
Baolin Li
David Bestor
Michael Jones
Devesh Tiwari
Vijay Gadepally
|
+
PDF
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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
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Mapping of Internet âCoastlinesâ 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
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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
|
+
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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
|
+
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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
|
+
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pPython Performance Study
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2023
|
Chansup Byun
William Arcand
David Bestor
Bill Bergeron
Vijay Gadepally
Michael E. Houle
Matthew Hubbell
Hayden Jananthan
Michael Jones
Anna Klein
|
+
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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
|
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
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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
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GraphBLAS on the Edge: Anonymized High Performance Streaming of Network Traffic
|
2022
|
Michael T. Jones
Jeremy Kepner
Daniel Andersen
Aydın Buluç
Chansup Byun
kc claffy
Timothy A. Davis
William Arcand
Jonathan Bernays
David Bestor
|
+
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
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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
|
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
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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
|
+
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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
|
+
|
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
|
+
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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
|
+
|
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
|
+
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
|
Supercomputing Enabled Deployable Analytics for Disaster Response
|
2021
|
Kaira Samuel
Jeremy Kepner
Michael Jones
Lauren Milechin
Vijay Gadepally
William Arcand
David Bestor
William Bergeron
Chansup Byun
Matthew Hubbell
|
+
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
|
+
|
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
|
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|
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
|
+
PDF
Chat
|
Fast Mapping onto Census Blocks
|
2020
|
Jeremy Kepner
Andreas Kipf
Darren Engwirda
Navin Vembar
Michael Jones
Lauren Milechin
Vijay Gadepally
Chris Hill
Tim Kraska
William Arcand
|
+
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
|
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
|
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
|
+
PDF
Chat
|
Large Scale Parallelization Using File-Based Communications
|
2019
|
Chansup Byun
Anna Klein
Peter Michaleas
Julie Mullen
Andrew Prout
Antonio Rosa
Siddharth Samsi
Charles Yee
Albert Reuther
Jeremy Kepner
|
+
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
|
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
|
+
|
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
|
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
|
+
PDF
Chat
|
Measuring the Impact of Spectre and Meltdown
|
2018
|
Andrew Prout
William Arcand
David Bestor
Bill Bergeron
Chansup Byun
Vijay Gadepally
Michael E. Houle
Matthew Hubbell
Michael Jones
Anna Klein
|
+
|
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
|
+
PDF
Chat
|
Lessons Learned from a Decade of Providing Interactive, On-Demand High Performance Computing to Scientists and Engineers
|
2018
|
Julia Mullen
Albert Reuther
William Arcand
Bill Bergeron
David Bestor
Chansup Byun
Vijay Gadepally
Michael E. Houle
Matthew Hubbell
Michael Jones
|
+
|
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
|
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
|
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
|
+
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
|
+
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
|
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
|
+
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
|
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
|
+
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
|
+
PDF
Chat
|
Lustre, hadoop, accumulo
|
2015
|
Jeremy Kepner
William Arcand
David Bestor
Bill Bergeron
Chansup Byun
Lauren Edwards
Vijay Gadepally
Matthew Hubbell
Peter Michaleas
Julie Mullen
|
+
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
|
+
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
|
+
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
|
+
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 OâGwynn
|