Event Number: 120 698 5697
Event Password (if needed): erYF3cuqp79
Speaker: Vijaykrishnan Narayanan, the Robert Noll Chair of Computer Science and Engineering and Electrical Engineering, Pennsylvania State University
Title: Advances in Distributed Video Analytics
Abstract: This talk will introduce innovations in multi-view video analytic systems. First, I will discuss our explorations on design of communication-aware distributed inference techniques. Next, I will discuss our processing-in-memory architectural techniques that transform on-chip SRAM caches for accelerating machine learning algorithms. Finally, I will conclude with interesting open challenges.
Biography: Vijaykrishnan Narayanan is the Robert Noll Chair of Computer Science and Engineering and Electrical Engineering. His research interests are in Embedded System Design, Computer Architecture and Power-Aware Systems. He is a fellow of IEEE and ACM. His work is currently supported by DARPA/SRC CRISP and CBRIC Centers.