Yueming Hao (郝岳明)

Email: yhao24 at ncsu.edu

I am a PhD student at North Carolina State University, advised by Prof. Xu Liu

I'm interested in developing tools for program performance analysis and optimizations for GPGPU applications.


Education

North Carolina State University, US
Doctor of Philosophy, Computer Science, Advisor: Prof. Xu Liu
August 2020 - Now
College of William and Mary, US
Doctor of Philosophy, Computer Science, Advisor: Prof. Xu Liu
Transferred to NCSU following Prof. Xu Liu
August 2019 - August 2020
Shandong University, China
Master of Engineering, Computer Science and Technology, Advisor: Prof. Lei Ju
August 2016 - June 2019
Shandong University, China
Bachelor of Engineering, Computer Science and Technology
August 2012 - June 2016

Publications

  • [ASPLOS'22] "ValueExpert: Exploring Value Patterns in GPU-accelerated Applications", Keren Zhou, Yueming Hao*, John Mellor-Crummey, Xiaozhu Meng, Xu Liu,Architectural Support for Programming Languages and Operating Systems.
    (Keren and Yueming are co-first authors.)
    Distinguished Artifact Award
  • [SC'20] "GVPROF: A Value Profiler for GPU-based Clusters", Keren Zhou, Yueming Hao, John Mellor-Crummey, Xiaozhu Meng, Xu Liu, The International Conference for High Performance Computing, Networking, Storage and Analysis, Nov 15-20, 2020, Atlanta, GA, USA.

Experience

Research Scientist Intern, Meta, California

May 2022 - August 2022

Research Intern, NVIDIA, California

Mentor: Nikhil Jain
Project: An automation tool for bottleneck analysis from profiling reports
May 2020 - August 2020

Projects

GVProf

We implemented GVProf, the first value profiler that locates value redundancy problems in applications running on GPU-based clusters. Our experiments show that GVProf incurs acceptable overhead and scales to large executions. GVProf provides useful insights to guide performance optimization. Under the guidance of GVProf, we optimized several HPC and machine learning workloads


Awards

2022 Distinguished Artifact Award, ASPLOS
2021 Runner Up, A-HUG Cloud HPC Hackathon
2021 Summer Graduate Merit Award, NCSU
2015 First Prize of China Undergraduate Mathematical Contest in Modeling, China



Professional Service

Conference Observer: ICPP 2020
Artifact Evaluation Committee: PPoPP 2021, PPoPP 2022
Web Chair: LCTES 2021
Journal Reviewer: TECS 2021