Matt Sinclairمشاهده پروفایل
استادیار
Matt Sinclair is an Assistant Professor in the Computer Sciences Department at the University of Wisconsin–Madison, with affiliate appointments in the Electrical and Computer Engineering Department and the Teaching Academy. He leads the Heterogeneous Architectures Lab (HAL) and is actively involved in the gem5 Project Management Committee, focusing on modern heterogeneous computing systems. His research interests include computer architecture, GPU design, parallel programming, operating systems, and high-performance computing. He develops tools and methodologies for programming and optimizing future heterogeneous systems, particularly focusing on GPUs. His work spans architectural design, efficient software implementation, and simulation frameworks. Recent publications highlight advancements in gem5 simulation accuracy, GPU energy modeling, synchronization mechanisms, and scheduling policies for ML workloads. His research has led to improvements in GPU memory bandwidth modeling, extensible power modeling, and full-system heterogeneous simulation capabilities. Scientific awards include the NSF CAREER Award, the David J. Kuck Outstanding PhD Thesis Award, and a Qualcomm Innovation Fellowship. He has also received honors such as the ACM SIGARCH–IEEE TCCA Outstanding Dissertation Award Honorable Mention and multiple fellowships. He mentors a diverse group of graduate and undergraduate students, many of whom have published at top venues and moved on to roles at NVIDIA, AMD, Microsoft, and leading graduate programs. He is involved in teaching and curriculum development, particularly through the Excel Initiative and as a former Madison Teaching & Learning Fellow. He also stewards the ISCA Hall of Fame, contributing to the academic community beyond research.
