Hardware Utility Design and Software Optimization Networking Laboratory

HUDSONLab Members

• Zhuo Feng, Lead

• Yanghyo (Rod) Kim

• Hao Wang

Research Areas

• High-Performance Spectral Methods for Numerical and Graph Problems

• Hardware Acceleration of Numerical and CAD Algorithms

• Integrated Circuits and Systems

• VLSI Design and Computer-Aided Design (CAD)

• Hardware and Software Co-Designed System for Graph Analytics and Machine Learning

• Lower Level System (E.G. OS) Research, Cloud Computing, Numerical Simulation

• Peformance- and Energy-Efficient Artificial Intelligence (AI) Training and Inference System Architectures

• Cloud Computing (e.g., Serverless Computing) and High-Performance Computing (HPC) System Design

• Robust and Trustworthy Distributed Machine Learning (ML) Algorithms and Systems