Ph.D.

2022

Accelerating Serverless Computing by Harvesting Idle Resources
Hanfei Yu, Hao Wang, Jian Li, Xu Yuan, Seung-Jong Park
Proceedings of the ACM Web Conference 2022 (WWW 2022)


Master

2021

FaaSRank: Learning to Schedule Functions in Serverless Platforms
Hanfei Yu , Athirai A. Irissappane, Hao Wang, Wes J. Lloyd
IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS 2021)

FaaSRank: A Reinforcement Learning Scheduler for Serverless Function-as-a-Service Platforms
Hanfei Yu
Master Thesis, University of Washington, ProQuest Dissertations Publishing

Enhancing Observability of Serverless Computing with the Serverless Application Analytics Framework
Robert Cordingly, Navid Heydari, Hanfei Yu, Varik Hoang, Zohreh Sadeghi, Wes Lloyd
Companion of the ACM/SPEC International Conference on Performance Engineering (ICPE 2021)

The Serverless Application Analytics Framework: Enabling Design Trade-off Evaluation for Serverless Software
Robert Cordingly, Hanfei Yu, Varik Hoang, Zohreh Sadeghi, David Foster, David Perez, Rashad Hatchett, Wes Lloyd
Proceedings of the Sixth International Workshop on Serverless Computing (WoSC 2020)

Leveraging GPT-2 for Classifying Spam Reviews with Limited Labeled Data via Adversarial Training
Athirai A. Irissappane, Hanfei Yu, Yankun Shen, Anubha Agrawal, Gray Stanton
arXiv preprint

2020

Implications of Programming Language Selection for Serverless Data Processing Pipelines
Robert Cordingly, Hanfei Yu, Varik Hoang, David Perez, David Foster, Zohreh Sadeghi, Rashad Hatchett, Wes J Lloyd
IEEE International Conference on Cloud and Big Data Computing (CBDCom 2020)