Sotabase

Career

· Head, MIT Lincoln Laboratory Supercomputing Center (Current)2016–
· Lincoln Laboratory Fellow, MIT Lincoln Laboratory2015–
· Senior Scientist, Massachusetts Institute of Technology (MIT)1998–
· Doctor of Philosophy (PhD), Astrophysics, Princeton University1993–1998
· Bachelor of Arts (BA), Astrophysics, Pomona College1987–1991

Publications (303)

The HPC Challenge (HPCC) benchmark suite
International Conference on Software Composition · 2006
353
cited
Interactive Supercomputing on 40,000 Cores for Machine Learning and Data Analysis
IEEE Conference on High Performance Extreme Computing · 2018
316
cited
The BigDAWG Polystore System
SGMD · 2015
296
cited
From Words to Watts: Benchmarking the Energy Costs of Large Language Model Inference
IEEE Conference on High Performance Extreme Computing · 2023
265
cited
Mathematical foundations of the GraphBLAS
IEEE Conference on High Performance Extreme Computing · 2016
242
cited
Automatic registration of LIDAR and optical images of urban scenes
2009 IEEE Conference on Computer Vision and Pattern Recognition · 2009
203
cited
Survey and Benchmarking of Machine Learning Accelerators
IEEE Conference on High Performance Extreme Computing · 2019
183
cited
Survey of Machine Learning Accelerators
IEEE Conference on High Performance Extreme Computing · 2020
159
cited
A Demonstration of the BigDAWG Polystore System
Proceedings of the VLDB Endowment · 2015
126
cited
Dynamic distributed dimensional data model (D4M) database and computation system
IEEE International Conference on Acoustics, Speech, and Signal Processing · 2012
125
cited
Detecting Clusters of Galaxies in the Sloan Digital Sky Survey. I. Monte Carlo Comparison of Cluster Detection Algorithms
2001
114
cited
Scalable System Scheduling for HPC and Big Data
J. Parallel Distributed Comput. · 2017
106
cited
The BigDAWG polystore system and architecture
IEEE Conference on High Performance Extreme Computing · 2016
104
cited
Standards for graph algorithm primitives
IEEE Conference on High Performance Extreme Computing · 2014
100
cited
An Automated Cluster Finder: The Adaptive Matched Filter
1998
97
cited
Parallel MATLAB - for Multicore and Multinode Computers
Software, environments, tools · 2009
94
cited
AI Accelerator Survey and Trends
IEEE Conference on High Performance Extreme Computing · 2021
93
cited
Computing on masked data: a high performance method for improving big data veracity
IEEE Conference on High Performance Extreme Computing · 2014
81
cited
AI and ML Accelerator Survey and Trends
IEEE Conference on High Performance Extreme Computing · 2022
80
cited
'pMATLAB Parallel MATLAB Library'
The international journal of high performance computing applications · 2006
80
cited
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Jeremy Kepner | Researcher Profile | Sotabase | Sotabase