Tom St. John
Publications by Year
Research Areas
Parallel Computing and Optimization Techniques, Advanced Neural Network Applications, Cloud Computing and Resource Management, Embedded Systems Design Techniques, Advanced Data Storage Technologies
Most-Cited Works
- → MLPerf Inference Benchmark(2020)451 cited
- → MLPerf Training Benchmark(2019)172 cited
- → MLPerf™ HPC: A Holistic Benchmark Suite for Scientific Machine Learning on HPC Systems(2021)34 cited
- → Comparing Runtime Systems with Exascale Ambitions Using the Parallel Research Kernels(2016)21 cited
- → MLPerf Power: Benchmarking the Energy Efficiency of Machine Learning Systems from μWatts to MWatts for Sustainable AI(2025)12 cited
- → Massively parallel breadth first search using a tree-structured memory model(2012)6 cited
- → MLPerf HPC: A Holistic Benchmark Suite for Scientific Machine Learning on HPC Systems(2021)3 cited
- → ASAFESSS(2014)
- KForge: Program Synthesis for Diverse AI Hardware Accelerators(2025)