GVProf

Last updated on Jul 20, 2023
Code DOC
Performance Tool GPU Instrumentation Value Analysis Memory Profiling
Keren Zhou
Keren Zhou
Assistant Professor

A humble learner.

Publications

DrGPUM: Guiding Memory Optimization for GPU-Accelerated Applications
GPUs are widely used in today’s computing platforms to accelerate applications in various domains. However, scarce GPU memory resources …
Cite Project DOI URL
ValueExpert: Exploring Value Patterns in GPU-Accelerated Applications
General-purpose GPUs have become common in modern computing systems to accelerate applications in many domains, including machine …
Cite Project DOI URL
GVPROF: A Value Profiler for GPU-Based Clusters
GPGPUs are widely used in high-performance computing systems to accelerate scientific and machine learning workloads. Developing …
Cite Project DOI URL

Events

ValueExpert: Exploring Value Patterns in GPU-accelerated Applications
Presented a talk about our value profiling tool at ASPLOS'22
Mar 2, 2022 12:00 AM — 12:00 AM Virtual
Project Slides
Performance Measurement, Analysis, and Optimization of GPU-accelerated Applications
Presented a poster and a talk about my PhD research
Nov 15, 2021 9:54 PM — 9:54 PM St. Louis, MO, USA
Project Project Project Poster
GVProf: A Value Profiler for GPU-Based Clusters
Presented a talk about our value profiling tool for GPUs
Nov 19, 2020 9:53 PM — 9:53 PM Virtual
Project Slides