Dr. Huihuo Zheng is a Computer Scientist at the Argonne Leadership Computing Facility (ALCF). He is a primary maintainer of the DLIO Benchmark, the deep learning I/O benchmark that MLPerf Storage builds on. His research focuses on high-performance computing for AI workloads, deep learning I/O optimization, and scalable scientific computing.
4Publications
1Projects
Research Interests
- Deep Learning I/O
- High Performance Computing
- AI Benchmarking
- Scientific Computing
Projects
- DeepIO (2020–present)
Publications
2024
DFTracer: An Analysis-Friendly Data Flow Tracer for AI-Driven Workflows
2022
Stimulus: Accelerate Data Management for Scientific AI applications in HPC
2021Best Paper Award (First Prize)
DLIO: A Data-Centric Benchmark for Scientific Deep Learning Applications
2020
