About me - Hui Guan’s Homepage
Ph.D. Student College of Information & Computer Sciences University of Massachusetts Amherst
I am a Computer Science Ph.D. student at the University of Massachusetts, Amherst working under the supervision of Prof. Ramesh Sitaraman and Prof. Hui Guan . My research lies at the intersection of systems and machine learning: I use machine learning to improve the performance of computer systems, and use my systems knowledge to improve the performance of machine learning algorithms. I build theoretical models to represent distributed data processing systems, and use the models to improve the performance a
I recently wrapped up an internship at Meta (formerly Facebook) with their Serverless Computing team. Previously, I have been a Research Intern at Bell Labs research twice to work on scheduling and resource allocation for ML inference and training workloads in compute clusters.
About me - Hui Guan’s Homepage