Yu-Chia Hank Liu


About

Second-year Ph.D. student. I’m focusing on near-data processing, heterogeneous computing and code optimization. Other than being a student and a research assistant, I am a basketball player, a weightlifter. Besides getting a Ph.D. degree and a decent job, my goals for my Ph.D. career would be

  1. Playing guitar like HIDE
  2. Being able to speak the second foreign language
  3. Learning wine/whiskey tasting
  4. Being able to dunk

Education

University of California, Riverside (Ph.D., Computer Science and Engineering, 2019-present)
Advisor: Dr. Hung-Wei Tseng
North Carolina State University (M.S./Ph.D. student, Computer Science, 2017-2019)
Advisor: Dr. Hung-Wei Tseng


Primary Research Projects

Python Just-In-Time Compiler for Heterogeneous Computing (Python/C)

  • Developed a kernel module and a set of Python APIs for efficient data exchange with a storage device through memory access semantics, improving the speed of data transmission by up to 50000x.
  • Implemented a Python program that offloads data deserializations to an intelligent storage device to achieve 30% performance gain.
  • Developed a Python framework that samples characteristics of the application to make run-time decisions of offloading computations to intelligent storage devices.

Work Experience


Link