Rate My Professor Kevin Skadron

Skadron's research focuses on computer architecture, including novel heterogeneous processor organizations, accelerator architecture, processing in memory (PIM), automata processing and pattern matching, memory architecture, and design verification. His contributions include foundational work in thermal-aware microarchitecture and power delivery modeling. He has received the 2023 SRC/SIA University Research Award for lifetime research contributions to the U.S. semiconductor industry, the 2011 ACM SIGARCH Maurice Wilkes Award, IEEE and ACM Fellowships, election to the Virginia Academy of Science, Engineering, and Medicine (VASEM), and the University of Virginia Teaching Fellow award for 2003-2004. Skadron co-founded IEEE Computer Architecture Letters, serving as Associate Editor-in-Chief (2001-2009), Editor-in-Chief (2010-2012), and Associate Editor (2012-2016); he was on the editorial board of IEEE Micro (2004-2012) and co-founded its "Prolegomena" column. He served as Secretary-Treasurer of ACM SIGARCH (2007-2011), Technical Program Co-Chair for PACT 2006, and General Co-Chair for PACT 2002 and MICRO-37. Key publications include "HotSpot: A Compact Thermal Modeling Methodology for Early-Stage VLSI Design" (IEEE TVLSI, 2006), "Temperature-Aware Microarchitecture: Modeling and Implementation" (ACM TACO, 2004), "Gearbox: A Case for Supporting Accumulation Dispatching and Hybrid Partitioning in PIM-based Accelerators" (ISCA, 2022), "Sieve: Scalable In-situ DRAM-based Accelerator Designs for Massively Parallel k-mer Matching" (ISCA, 2021), and "Fulcrum: A Simplified Control and Access Mechanism toward Flexible and Practical In-Situ Accelerators" (HPCA, 2020). He developed widely used tools such as the Rodinia Benchmark Suite (version 3.1), HotSpot (version 7.0) for thermal modeling, and AutomataZoo for automata processing benchmarks.