Welcome to my personal website! I’m Jiayi Chen, but you can call me Jane. Currently, I’m pursuing my PhD in Computer Science at UT Austin, where I am co-advised by Prof. Aditya Akella and Prof. Sanjay Shakkottai. Prior to that, I earned my bachelor degree in Electrical and Computer Engineering from Shanghai Jiao Tong University.

My research interest lies in the intersection of machine learning, networks, and systems. In particular, I’ve mainly worked on applying machine learning techniques to enhance the performance of network and system. I’m also interested in designing system interfaces and building blocks to seamlessly accommodate AI workflow. I am proud to be part of the Learning-Directed Operating System (LDOS) project.

Thank you for visiting, and I hope you find my work as exciting as I do!

Selected Publications

Darwin: Flexible Learning-based CDN Caching paper talk

Jiayi Chen, Nihal Sharma, Tarannum Khan, Shu Liu, Brian Chang, Aditya Akella, Sanjay Shakkottai, Ramesh K Sitaraman
ACM SIGCOMM 2023 Conference (ACM SIGCOMM ‘23)

How I learned to stop worrying and love learned OS policies paper

Divyanshu Saxena*, Jiayi Chen*, Sujay Yadalam, Yeonju Ro, Rohit Dwivedula, Eric H Campbell, Aditya Akella, Christopher J Rossbach, Michael Swift

On a Foundation Model for Operating Systems paper

DIVYANSHU SAXENA, Nihal Sharma, Donghyun Kim, Rohit Dwivedula, Jiayi Chen, Chenxi Yang, Sriram Ravula, Zichao Hu, Aditya Akella, Joydeep Biswas, Swarat Chaudhuri, Isil Dillig, Alex Dimakis, Daehyeok Kim, Christopher Rossbach
MlSys Workshop NeurIPS 2023