activity
20162023
most citedInteractive Supercomputing on 40,000 Cores for Machine Learning and Data Analysis

272 citations · 476 across the 32 of their papers we have counts for

collaborators
Showing 2021Show all

5 papers · 1 filter

cs.DB2021

Supercomputing Enabled Deployable Analytics for Disaster Response

Kaira Samuel, Jeremy Kepner, Michael Jones +17

First responders and other forward deployed essential workers can benefit from advanced analytics. Limited network access and software security requirements prevent the usage of st…

cs.DC2021★ 9 cited

Node-Based Job Scheduling for Large Scale Simulations of Short Running Jobs

Chansup Byun, William Arcand, David Bestor +15

Diverse workloads such as interactive supercomputing, big data analysis, and large-scale AI algorithm development, requires a high-performance scheduler. This paper presents a nove…

cs.NI2021★ 14 cited

Spatial Temporal Analysis of 40,000,000,000,000 Internet Darkspace Packets

Jeremy Kepner, Michael Jones, Daniel Andersen +24

The Internet has never been more important to our society, and understanding the behavior of the Internet is essential. The Center for Applied Internet Data Analysis (CAIDA) Telesc…

cs.DC2021★ 4 cited

Vertical, Temporal, and Horizontal Scaling of Hierarchical Hypersparse GraphBLAS Matrices

Jeremy Kepner, Tim Davis, Chansup Byun +16

Hypersparse matrices are a powerful enabler for a variety of network, health, finance, and social applications. Hierarchical hypersparse GraphBLAS matrices enable rapid streaming u…

cs.DC2021

The MIT Supercloud Dataset

Siddharth Samsi, Matthew L Weiss, David Bestor +24

Artificial intelligence (AI) and Machine learning (ML) workloads are an increasingly larger share of the compute workloads in traditional High-Performance Computing (HPC) centers a…