About Me
My name is Chenghao Lyu. I am a fifth-year Ph.D. student in the College of Information and Computer Sciences at University of Massachusetts, Amherst, and I am part of the DREAM Lab. I am advised by Prof. Yanlei Diao, and co-advised by Prof. Prashant Shenoy. I am currently visiting the CEDAR project-team of Inria and LIX, at Ecole Polytechnique(X). Before joining UMass Amherst, I got my BS in EE and MS in CS from Fudan University, where I was advised by Prof. X. Sean Wang.
My research interests lie in big data analytics systems, with a focus on the job performance modeling and tuning to optimize multiple system goals (e.g., the total running time and money cost).
Email: {first-name}@cs.umass.edu
- Big Data Analytics Systems
- Machine Learning
- Multi-objective Optimizations
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Ms/PhD in Computer Science, 2018 - Present
UMass Amherst, MA, USA
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MSc in Electronic Engineering, 2018
Fudan University, Shanghai, China
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BSc in Electronic Engineering, 2015
Fudan University, Shanghai, China
News
[2022.07] Our paper with Alibaba was accepted to VLDB 2022!
[2021.10] I am working as a scientific collabarator in the CEDAR project-team of Inria and LIX, at Ecole Polytechnique.
[2020.10] Our paper was accepted to ICDE 2021!
[2020.02] I started my internship at DAMO Academy.
Publications
Experience
