Area of research
Hardware and Architecture · Computer Networks and Communications
Research interest
Research interests include Parallel Computing and Optimization Techniques, Embedded Systems Design Techniques, Advanced Data Storage Technologies, and Low-power high-performance VLSI design.
The Future of FPGA Acceleration in Datacenters and the Cloud
Reinforcement Learning Strategies for Compiler Optimization in High level Synthesis
Survey and Future Trends for FPGA Cloud Architectures
FPDeep: Acceleration and Load Balancing of CNN Training on FPGA Clusters
A Framework for Acceleration of CNN Training on Deeply-Pipelined FPGA Clusters with Work and Weight Load Balancing
Real-time data analysis for medical diagnosis using FPGA-accelerated neural networks
HPC on FPGA clouds: 3D FFTs and implications for molecular dynamics
OpenCL for HPC with FPGAs: Case study in molecular electrostatics