Driving big data with big compute. - Chansup Byun; William Arcand; David Bestor; Bill Bergeron; Matthew Hubbell; Jeremy Kepner; Andrew McCabe; Peter Michaleas; Julie Mullen; B. David O'Gwynn; Andrew Prout; Albert Reuther; et al. (HPEC, 2012)

Scalable cryptographic authentication for high performance computing. - Andrew Prout; William Arcand; David Bestor; Chansup Byun; Bill Bergeron; Matthew Hubbell; Jeremy Kepner; Peter Michaleas; Julie Mullen; Albert Reuther; Antonio Rosa (HPEC, 2012)

Dynamic distributed dimensional data model (D4M) database and computation system. - Jeremy Kepner; William Arcand; William Bergeron; Nadya T. Bliss; Robert Bond; Chansup Byun; Gary Condon; Kenneth Gregson; Matthew Hubbell; Jonathan Kurz; Andrew McCabe; Peter Michaleas; et al. (ICASSP, 2012)

D4M 2.0 schema: A general purpose high performance schema for the Accumulo database. - Jeremy Kepner; Christian Anderson; William Arcand; David Bestor; Bill Bergeron; Chansup Byun; Matthew Hubbell; Peter Michaleas; Julie Mullen; B. David O'Gwynn; Andrew Prout; Albert Reuther; et al. (HPEC, 2013)

LLSuperCloud: Sharing HPC systems for diverse rapid prototyping. - Albert Reuther; Jeremy Kepner; William Arcand; David Bestor; Bill Bergeron; Chansup Byun; Matthew Hubbell; Peter Michaleas; Julie Mullen; Andrew Prout; Antonio Rosa (HPEC, 2013)

Achieving 100, 000, 000 database inserts per second using Accumulo and D4M. - Jeremy Kepner; William Arcand; David Bestor; Bill Bergeron; Chansup Byun; Vijay Gadepally; Matthew Hubbell; Peter Michaleas; Julie Mullen; Andrew Prout; Albert Reuther; Antonio Rosa; et al. (HPEC, 2014)

D4M: Bringing associative arrays to database engines. - Vijay Gadepally; Jeremy Kepner; William Arcand; David Bestor; Bill Bergeron; Chansup Byun; Lauren Edwards; Matthew Hubbell; Peter Michaleas; Julie Mullen; Andrew Prout; Antonio Rosa; et al. (HPEC, 2015)

Big Data strategies for Data Center Infrastructure management using a 3D gaming platform. - Matthew Hubbell; Andrew Moran; William Arcand; David Bestor; Bill Bergeron; Chansup Byun; Vijay Gadepally; Peter Michaleas; Julie Mullen; Andrew Prout; Albert Reuther; Antonio Rosa; et al. (HPEC, 2015)

Lustre, hadoop, accumulo. - Jeremy Kepner; William Arcand; David Bestor; Bill Bergeron; Chansup Byun; Lauren Edwards; Vijay Gadepally; Matthew Hubbell; Peter Michaleas; Julie Mullen; Andrew Prout; Antonio Rosa; et al. (HPEC, 2015)

Enabling on-demand database computing with MIT SuperCloud database management system. - Andrew Prout; Jeremy Kepner; Peter Michaleas; William Arcand; David Bestor; Bill Bergeron; Chansup Byun; Lauren Edwards; Vijay Gadepally; Matthew Hubbell; Julie Mullen; Antonio Rosa; et al. (HPEC, 2015)

LLMapReduce: Multi-level map-reduce for high performance data analysis. - Chansup Byun; Jeremy Kepner; William Arcand; David Bestor; Bill Bergeron; Vijay Gadepally; Matthew Hubbell; Peter Michaleas; Julie Mullen; Andrew Prout; Antonio Rosa; Charles Yee; et al. (HPEC, 2016)

Scalability of VM provisioning systems. - Mike Jones 001; Bill Arcand; Bill Bergeron; David Bestor; Chansup Byun; Lauren Milechin; Vijay Gadepally; Matthew Hubbell; Jeremy Kepner; Peter Michaleas; Julie Mullen; Andy Prout; et al. (HPEC, 2016)

Enhancing HPC security with a user-based firewall. - Andrew Prout; William Arcand; David Bestor; Bill Bergeron; Chansup Byun; Vijay Gadepally; Matthew Hubbell; Michael Houle 001; Michael Jones 001; Peter Michaleas; Lauren Milechin; Julie Mullen; et al. (HPEC, 2016)

Scheduler technologies in support of high performance data analysis. - Albert Reuther; Chansup Byun; William Arcand; David Bestor; Bill Bergeron; Matthew Hubbell; Michael Jones 001; Peter Michaleas; Andrew Prout; Antonio Rosa; Jeremy Kepner (HPEC, 2016)

Benchmarking SciDB data import on HPC systems. - Siddharth Samsi; Laura J. Brattain; William Arcand; David Bestor; Bill Bergeron; Chansup Byun; Vijay Gadepally; Matthew Hubbell; Michael Jones 001; Anna Klein; Peter Michaleas; Lauren Milechin; et al. (HPEC, 2016)

Benchmarking SciDB Data Import on HPC Systems. - Siddharth Samsi; Laura J. Brattain; William Arcand; David Bestor; Bill Bergeron; Chansup Byun; Vijay Gadepally; Michael Houle 001; Matthew Hubbell; Michael Jones 001; Anna Klein; Peter Michaleas; et al. (CoRR, 2016)

Benchmarking data analysis and machine learning applications on the Intel KNL many-core processor. - Chansup Byun; Jeremy Kepner; William Arcand; David Bestor; Bill Bergeron; Vijay Gadepally; Michael Houle 001; Matthew Hubbell; Michael Jones 001; Anna Klein; Peter Michaleas; Lauren Milechin; et al. (HPEC, 2017)

Performance measurements of supercomputing and cloud storage solutions. - Michael Jones 001; Jeremy Kepner; William Arcand; David Bestor; Bill Bergeron; Vijay Gadepally; Michael Houle 001; Matthew Hubbell; Peter Michaleas; Andrew Prout; Albert Reuther; Siddharth Samsi; et al. (HPEC, 2017)

MIT SuperCloud portal workspace: Enabling HPC web application deployment. - Andrew Prout; William Arcand; David Bestor; Bill Bergeron; Chansup Byun; Vijay Gadepally; Matthew Hubbell; Michael Houle 001; Michael Jones 001; Peter Michaleas; Lauren Milechin; Julie Mullen; et al. (HPEC, 2017)

Interactive Launch of 16, 000 Microsoft Windows Instances on a Supercomputer. - Michael Jones 001; Jeremy Kepner; Bradley Orchard; Albert Reuther; William Arcand; David Bestor; Bill Bergeron; Chansup Byun; Vijay Gadepally; Michael Houle 001; Matthew Hubbell; Anna Klein; et al. (HPEC, 2018)

Hyperscaling Internet Graph Analysis with D4M on the MIT SuperCloud. - Vijay Gadepally; Jeremy Kepner; Lauren Milechin; William Arcand; David Bestor; Bill Bergeron; Chansup Byun; Matthew Hubbell; Michael Houle 001; Michael Jones 001; Peter Michaleas; Julie Mullen; et al. (HPEC, 2018)

Measuring the Impact of Spectre and Meltdown. - Andrew Prout; William Arcand; David Bestor; Bill Bergeron; Chansup Byun; Vijay Gadepally; Michael Houle 001; Matthew Hubbell; Michael Jones 001; Anna Klein; Peter Michaleas; Lauren Milechin; et al. (HPEC, 2018)

Interactive Supercomputing on 40, 000 Cores for Machine Learning and Data Analysis. - Albert Reuther; Jeremy Kepner; Chansup Byun; Siddharth Samsi; William Arcand; David Bestor; Bill Bergeron; Vijay Gadepally; Michael Houle 001; Matthew Hubbell; Michael Jones 001; Anna Klein; et al. (HPEC, 2018)

Design, Generation, and Validation of Extreme Scale Power-Law Graphs. - Jeremy Kepner; Siddharth Samsi; William Arcand; David Bestor; Bill Bergeron; Tim Davis 001; Vijay Gadepally; Michael Houle 001; Matthew Hubbell; Hayden Jananthan; Michael Jones 001; Anna Klein; et al. (IPDPS Workshops, 2018)

Lessons Learned from a Decade of Providing Interactive, On-Demand High Performance Computing to Scientists and Engineers. - Julia S. Mullen; Albert Reuther; William Arcand; Bill Bergeron; David Bestor; Chansup Byun; Vijay Gadepally; Michael Houle 001; Matthew Hubbell; Michael Jones 001; Anna Klein; Peter Michaleas; et al. (ISC Workshops, 2018)

Scalable system scheduling for HPC and big data. - Albert Reuther; Chansup Byun; William Arcand; David Bestor; Bill Bergeron; Matthew Hubbell; Michael Jones 001; Peter Michaleas; Andrew Prout; Antonio Rosa; Jeremy Kepner (J. Parallel Distributed Comput., 2018)

Optimizing Xeon Phi for Interactive Data Analysis. - Chansup Byun; Anne Klein; Lauren Milechin; Peter Michaleas; Julie Mullen; Andrew Prout; Antonio Rosa; Siddharth Samsi; Charles Yee; Albert Reuther; Jeremy Kepner; William Arcand; et al. (HPEC, 2019)

Large Scale Parallelization Using File-Based Communications. - Chansup Byun; Anna Klein; Peter Michaleas; Julie Mullen; Andrew Prout; Antonio Rosa; Siddharth Samsi; Charles Yee; Albert Reuther; Jeremy Kepner; William Arcand; David Bestor; et al. (HPEC, 2019)

Streaming 1.9 Billion Hypersparse Network Updates per Second with D4M. - Jeremy Kepner; Michael Houle 001; Michael Jones 001; Anne Klein; Peter Michaleas; Julie Mullen; Andrew Prout; Antonio Rosa; Charles Yee; Albert Reuther; Vijay Gadepally; Lauren Milechin; et al. (HPEC, 2019)

Securing HPC using Federated Authentication. - Andrew Prout; Anna Klein; Peter Michaleas; Lauren Milechin; Julie Mullen; Antonio Rosa; Siddharth Samsi; Charles Yee; Albert Reuther; Jeremy Kepner; William Arcand; David Bestor; et al. (HPEC, 2019)

A Billion Updates per Second Using 30, 000 Hierarchical In-Memory D4M Databases. - Jeremy Kepner; Vijay Gadepally; Lauren Milechin; Siddharth Samsi; William Arcand; David Bestor; William Bergeron; Chansup Byun; Matthew Hubbell; Michael Houle 001; Michael Jones 001; Anne Klein; et al. (CoRR, 2019)

Best of Both Worlds: High Performance Interactive and Batch Launching. - Chansup Byun; Jeremy Kepner; William Arcand; David Bestor; Bill Bergeron; Vijay Gadepally; Michael Houle 001; Matthew Hubbell; Michael Jones 001; Andrew C. Kirby; Anna Klein; Peter Michaleas; et al. (HPEC, 2020)

Accuracy and Performance Comparison of Video Action Recognition Approaches. - Matthew Hutchinson; Siddharth Samsi; William Arcand; David Bestor; Bill Bergeron; Chansup Byun; Micheal Houle; Matthew Hubbell; Michael Jones 001; Jeremy Kepner; Andrew C. Kirby; Peter Michaleas; et al. (HPEC, 2020)

Fast Mapping onto Census Blocks. - Jeremy Kepner; Andreas Kipf; Darren Engwirda; Navin Vembar; Michael Jones 001; Lauren Milechin; Vijay Gadepally; Chris Hill; Tim Kraska; William Arcand; David Bestor; William Bergeron; et al. (HPEC, 2020)

Multi-Temporal Analysis and Scaling Relations of 100, 000, 000, 000 Network Packets. - Jeremy Kepner; Chad R. Meiners; Chansup Byun; Sarah McGuire; Timothy Davis; William Arcand; Jonathan Bernays; David Bestor; William Bergeron; Vijay Gadepally; Raul Harnasch; Matthew Hubbell; et al. (HPEC, 2020)

Benchmarking network fabrics for data distributed training of deep neural networks. - Siddharth Samsi; Andrew Prout; Michael Jones 001; Andrew C. Kirby; Bill Arcand; Bill Bergeron; David Bestor; Chansup Byun; Vijay Gadepally; Michael Houle 001; Matthew Hubbell; Anna Klein; et al. (HPEC, 2020)

75, 000, 000, 000 Streaming Inserts/Second Using Hierarchical Hypersparse GraphBLAS Matrices. - Jeremy Kepner; Tim Davis 001; Chansup Byun; William Arcand; David Bestor; William Bergeron; Vijay Gadepally; Matthew Hubbell; Michael Houle 001; Michael Jones 001; Anna Klein; Peter Michaleas; et al. (IPDPS Workshops, 2020)

3D Real-Time Supercomputer Monitoring. - Bill Bergeron; Matthew Hubbell; Dylan Sequeira; Winter Williams; William Arcand; David Bestor; Chansup Byun; Vijay Gadepally; Michael Houle 001; Michael Jones 001; Anna Klien; Peter Michaleas; et al. (HPEC, 2021)

Node-Based Job Scheduling for Large Scale Simulations of Short Running Jobs. - Chansup Byun; William Arcand; David Bestor; Bill Bergeron; Vijay Gadepally; Michael Houle 001; Matthew Hubbell; Michael Jones 001; Anna Klein; Peter Michaleas; Lauren Milechin; Julie Mullen; et al. (HPEC, 2021)

Vertical, Temporal, and Horizontal Scaling of Hierarchical Hypersparse GraphBLAS Matrices. - Jeremy Kepner; Tim Davis 001; Chansup Byun; William Arcand; David Bestor; William Bergeron; Vijay Gadepally; Michael Houle 001; Matthew Hubbell; Michael Jones 001; Anna Klein; Lauren Milechin; et al. (HPEC, 2021)

Spatial Temporal Analysis of 40, 000, 000, 000, 000 Internet Darkspace Packets. - Jeremy Kepner; Michael Jones 001; Daniel Andersen; Aydin Buluç; Chansup Byun; Kimberly C. Claffy; Timothy Davis; William Arcand; Jonathan Bernays; David Bestor; William Bergeron; Vijay Gadepally; et al. (HPEC, 2021)

Supercomputing Enabled Deployable Analytics for Disaster Response. - Kaira Samuel; Jeremy Kepner; Michael Jones 001; Lauren Milechin; Vijay Gadepally; William Arcand; David Bestor; William Bergeron; Chansup Byun; Matthew Hubbell; Michael Houle 001; Anna Klein; et al. (HPEC, 2021)

New Phenomena in Large-Scale Internet Traffic. - Jeremy Kepner; Kenjiro Cho; K. C. Claffy; Vijay Gadepally; Sarah McGuire; Lauren Milechin; William Arcand; David Bestor; William Bergeron; Chansup Byun; Matthew Hubbell; Michael Houle 001; et al. (Massive Graph Analytics, 2022)

AI-Enabling Workloads on Large-Scale GPU-Accelerated System: Characterization, Opportunities, and Implications. - Baolin Li; Rohin Arora; Siddharth Samsi; Tirthak Patel; William Arcand; David Bestor; Chansup Byun; Rohan Basu Roy; Bill Bergeron; John T. Holodnak; Michael Houle 001; Matthew Hubbell; et al. (HPCA, 2022)

pPython for Parallel Python Programming. - Chansup Byun; William Arcand; David Bestor; Bill Bergeron; Vijay Gadepally; Michael Houle 001; Matthew Hubbell; Hayden Jananthan; Michael Jones 001; Kurt Keville; Anna Klein; Peter Michaleas; et al. (HPEC, 2022)

Python Implementation of the Dynamic Distributed Dimensional Data Model. - Hayden Jananthan; Lauren Milechin; Michael Jones 001; William Arcand; William Bergeron; David Bestor; Chansup Byun; Michael Houle 001; Matthew Hubbell; Vijay Gadepally; Anna Klein; Peter Michaleas; et al. (HPEC, 2022)

GraphBLAS on the Edge: Anonymized High Performance Streaming of Network Traffic. - Michael Jones 001; Jeremy Kepner; Daniel Andersen; Aydin Buluç; Chansup Byun; K. C. Claffy; Timothy Davis; William Arcand; Jonathan Bernays; David Bestor; William Bergeron; Vijay Gadepally; et al. (HPEC, 2022)

Hypersparse Network Flow Analysis of Packets with GraphBLAS. - Tyler Trigg; Chad R. Meiners; Sandeep Pisharody; Hayden Jananthan; Michael Jones 001; Adam Michaleas; Timothy Davis; Erik Welch; William Arcand; David Bestor; William Bergeron; Chansup Byun; et al. (HPEC, 2022)

Temporal Correlation of Internet Observatories and Outposts. - Jeremy Kepner; Michael Jones 001; Daniel Andersen; Aydin Buluç; Chansup Byun; K. C. Claffy; Timothy Davis; William Arcand; Jonathan Bernays; David Bestor; William Bergeron; Vijay Gadepally; et al. (IPDPS Workshops, 2022)

The MIT Supercloud Workload Classification Challenge. - Benny J. Tang; Qiqi Chen; Matthew L. Weiss; Nathan C. Frey; Joseph McDonald; David Bestor; Charles Yee; William Arcand; William Bergeron; Chansup Byun; Daniel Edelman; Michael Houle 001; et al. (IPDPS Workshops, 2022)

New Phenomena in Large-Scale Internet Traffic. - Jeremy Kepner; Kenjiro Cho; Kimberly C. Claffy; Vijay Gadepally; Sarah McGuire; Lauren Milechin; William Arcand; David Bestor; William Bergeron; Chansup Byun; Matthew Hubbell; Michael Houle 001; et al. (CoRR, 2022)

GraphBLAS on the Edge: High Performance Streaming of Network Traffic. - Michael Jones 001; Jeremy Kepner; Daniel Andersen; Aydin Buluç; Chansup Byun; Kimberly C. Claffy; Timothy Davis; William Arcand; Jonathan Bernays; David Bestor; William Bergeron; Vijay Gadepally; et al. (CoRR, 2022)

pPython Performance Study. - Chansup Byun; William Arcand; David Bestor; Bill Bergeron; Vijay Gadepally; Michael Houle 001; Matthew Hubbell; Hayden Jananthan; Michael Jones 001; Anna Klein; Peter Michaleas; Lauren Milechin; et al. (HPEC, 2023)

Mapping of Internet "Coastlines" via Large Scale Anonymized Network Source Correlations. - Hayden Jananthan; Jeremy Kepner; Michael Jones 001; William Arcand; David Bestor; William Bergeron; Chansup Byun; Timothy Davis; Vijay Gadepally; Daniel Grant; Michael Houle 001; Matthew Hubbell; et al. (HPEC, 2023)

Deployment of Real-Time Network Traffic Analysis Using GraphBLAS Hypersparse Matrices and D4M Associative Arrays. - Michael Jones 001; Jeremy Kepner; Andrew Prout; Timothy Davis; William Arcand; David Bestor; William Bergeron; Chansup Byun; Vijay Gadepally; Micheal Houle; Matthew Hubbell; Hayden Jananthan; et al. (HPEC, 2023)

Focusing and Calibration of Large Scale Network Sensors Using GraphBLAS Anonymized Hypersparse Matrices. - Jeremy Kepner; Michael Jones 001; Phil Dykstra; Chansup Byun; Timothy Davis; Hayden Jananthan; William Arcand; David Bestor; William Bergeron; Vijay Gadepally; Micheal Houle; Matthew Hubbell; et al. (HPEC, 2023)

From Words to Watts: Benchmarking the Energy Costs of Large Language Model Inference. - Siddharth Samsi; Dan Zhao 007; Joseph McDonald; Baolin Li; Adam Michaleas; Michael Jones 001; William Bergeron; Jeremy Kepner; Devesh Tiwari; Vijay Gadepally (HPEC, 2023)

Hypersparse Traffic Matrix Construction using GraphBLAS on a DPU. - William Bergeron; Michael Jones 001; Chase Barber; Kale DeYoung; George T. Amariucai; Kaleb Ernst; Nathan Fleming; Peter Michaleas; Sandeep Pisharody; Nathan Wells; Antonio Rosa; Eugene Y. Vasserman; et al. (CoRR, 2023)

Supercomputer 3D Digital Twin for User Focused Real-Time Monitoring. - Bill Bergeron; Matthew Hubbell; Daniel Mojica; Albert Reuther; William Arcand; David Bestor; Daniel Burrill; Chansup Byun; Vijay Gadepally; Michael Houle 001; Hayden Jananthan; Michael Jones 001; et al. (HPEC, 2024)

GPU Sharing with Triples Mode. - Chansup Byun; Albert Reuther; LaToya Anderson; William Arcand; Bill Bergeron; David Bestor; Alexander Bonn; Daniel Burrill; Vijay Gadepally; Michael Houle 001; Matthew Hubbell; Hayden Jananthan; et al. (HPEC, 2024)

LLload: An Easy-to-Use HPC Utilization Tool. - Chansup Byun; Albert Reuther; Julie Mullen; LaToya Anderson; William Arcand; Bill Bergeron; David Bestor; Alexander Bonn; Daniel Burrill; Vijay Gadepally; Michael Houle 001; Matthew Hubbell; et al. (HPEC, 2024)

Anonymized Network Sensing Graph Challenge. - Hayden Jananthan; Michael Jones 001; William Arcand; David Bestor; William Bergeron; Daniel Burrill; Aydin Buluç; Chansup Byun; Timothy Davis; Vijay Gadepally; Daniel Grant; Michael Houle 001; et al. (HPEC, 2024)

What is Normal? A Big Data Observational Science Model of Anonymized Internet Traffic. - Jeremy Kepner; Hayden Jananthan; Michael Jones 001; William Arcand; David Bestor; William Bergeron; Daniel Burrill; Aydin Buluç; Chansup Byun; Timothy Davis; Vijay Gadepally; Daniel Grant; et al. (HPEC, 2024)

HPC with Enhanced User Separation. - Andrew Prout; Albert Reuther; Michael Houle 001; Michael Jones 001; Peter Michaleas; LaToya Anderson; William Arcand; Bill Bergeron; David Bestor; Alex Bonn; Daniel Burrill; Chansup Byun; et al. (SC Workshops, 2024)

LLload: Simplifying Real-Time Job Monitoring for HPC Users. - Chansup Byun; Julie Mullen; Albert Iwersen Reuther; William Arcand; William Bergeron; David Bestor; Daniel Burrill; Vijay Gadepally; Michael Houle 001; Matthew Hubbell; Hayden Jananthan; Michael Jones 001; et al. (PEARC, 2024)

LLload: Simplifying Real-Time Job Monitoring for HPC Users. - Chansup Byun; Julia Mullen; Albert Reuther; William Arcand; William Bergeron; David Bestor; Daniel Burrill; Vijay Gadepally; Michael Houle 001; Matthew Hubbell; Hayden Jananthan; Michael Jones 001; et al. (CoRR, 2024)

Supercomputer 3D Digital Twin for User Focused Real-Time Monitoring. - William Bergeron; Matthew Hubbell; Daniel Mojica; Albert Reuther; William Arcand; David Bestor; Daniel Burrill; Chansup Byun; Vijay Gadepally; Michael Houle 001; Hayden Jananthan; Michael Jones 001; et al. (CoRR, 2024)