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 have the privilege of being co-advised by Prof. Aditya Akella and Prof. Sanjay Shakkottai. Prior to that, I proudly earned my bachelor degree in Electrical and Computer Engineering from Shanghai Jiao Tong University.

My research interest lies in the fascinating intersection of machine learning, networks, and systems. In particular, I’ve worked on applying machine learning techniques to enhance the performance of network and system, and optimizing systems to seamlessly accommodate the demands of machine learning workloads. 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)

On a Foundation Model for Operating Systems

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

SFC: Near-Source Congestion Signaling and Flow Control paper

Yanfang Le, Jeongkeun Lee, Jeremias Blendin, Jiayi Chen, Georgios Nikolaidis, Rong Pan, Robert Soule, Aditya Akella, Pedro Yebenes Segura, Arjun singhvi, Yuliang Li, Qingkai Meng, Changhoon Kim, Serhat Arslan
arXiv 2023