Sanmukh Kuppannagari
Assistant Professor, Computer and Data Sciences Department
AI/ML Acceleration on Heterogeneous Platforms; Parallel Computing; Reconfigurable Computing; Combinatorial Optimization
Education
Ph.D.,
Computer Engineering,
University of Southern California,
2018
B.S.,
Computer Science and Engineering,
Indian Institute of Technology,
2011
Research Interests
Performance Portable Framework for CNN Acceleration; Automating Transmission Electron Microscopy Indexing via High Performant Machine Learning; Privacy Preserving Deep Neural Network; Spatio-Temporal GNN Acceleration; ML in the Loop for Upscaling Particulate Simulations
Teaching Interests
CSDS 451: Designing High Performant Systems for AI, Fall 2023; CSDS 391: Introduction to AI, Spring 2023; CSDS 600: Designing High Performant Systems for AI, Fall 2022