What We Do:
Our group's research focus is in computer architecture, although we also work in adjacent areas such as operating systems and parallel programming. We also collaborate with faculty and students from other areas, including applications, software, and hardware.
Modern computing systems are becoming increasingly heterogeneous, a trend that is likely to continue in the coming years. Our research focuses on how to build, design, program, and optimize these future systems, especially for emerging applications in augmented/virtual reality, graph analytics, machine learning, and other emerging domains. We also help build and maintain the tools used to perform this research, including the widely used gem5 and GPGPU-Sim simulators.
Recent News:
- March 2025: Our paper on characterizing GPU energy usage in exascale-class applications is accepted at EESP!
- March 2025: Matt presents at the DOE ASCR PI meeting!
- March 2025: Our paper on improving concurrent utilizing of GPUs has been accepted at TACO -- congrats Suchita!!
- March 2025: Matt presents at the DOE SOS27 workshop!