Computer architecture; GPUs; heterogeneous computing; performance analysis; security, data privacy and encryption; hardware reliability and recovery; simulation; and workload characterization
Experimental wireless networking and mobile computing, with a current focus on millimeter wave networking, high-bandwidth applications (VR, 360° video streaming) over wireless networks, LTE/WiFi coexistence, energy-aware protocol design for smartphones, and wireless sensing
Accelerators for computer intensive applications from the edge to the cloud. Applications of FPGAs including wireless communications, machine learning and data privacy
Real-time and energy-efficient deep learning and artificial intelligence systems, model compression of deep neural networks (DNNs), neuromorphic computing and non-von Neumann computing paradigms