Systems & networking
Researching next-generation systems and networks that power reliable, scalable, and efficient computing.
Project
Performance Simulation for large-scale distributed training
Deep learning (DL) has been increasingly adopted by a variety of software-intensive systems. Developers mainly use GPUs to accelerate the training, testing, and deployment of DL models. However, the distributed training performance is often unknown…
Project
Low-earth-orbit communication
Low Earth Orbit (LEO) satellite communication is a promising approach to provide Internet connectivity to users in many remote areas. As videos are likely to account for majority of traffic in the LEO satellite network…
Publication