Jeremy Kepner

Publications by Year

Research Areas

Distributed and Parallel Computing Systems, Parallel Computing and Optimization Techniques, Advanced Data Storage Technologies, Cloud Computing and Resource Management, Graph Theory and Algorithms

Most-Cited Works

• → Graph Algorithms in the Language of Linear Algebra(2011)392 cited
• → S12---The HPC Challenge (HPCC) benchmark suite(2006)318 cited
• → Interactive Supercomputing on 40,000 Cores for Machine Learning and Data Analysis(2018)262 cited
• → The BigDAWG Polystore System(2015)252 cited
• Introduction to the HPC Challenge Benchmark Suite(2005)
• → Automatic registration of LIDAR and optical images of urban scenes(2009)164 cited
• → Survey of Machine Learning Accelerators(2020)152 cited
• → From Words to Watts: Benchmarking the Energy Costs of Large Language Model Inference(2023)147 cited
• → Detecting Clusters of Galaxies in the Sloan Digital Sky Survey. I. Monte Carlo Comparison of Cluster Detection Algorithms(2002)130 cited
• → An Automated Cluster Finder: The Adaptive Matched Filter(1999)114 cited