Hanfei Yu

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 10

Top Topics

Limited Resources

Reinforcement Learning

Programming Language

Abstraction Layer

Top Venues

WOSC@Middleware

ICPE (Companion)

Publications

Hanfei Yu, Rohan Basu Roy, Christian Fontenot, Devesh Tiwari, Jian Li, Hong Zhang, Hao Wang, Seung-Jong Park
RainbowCake: Mitigating Cold-starts in Serverless with Layer-wise Container Caching and Sharing. ASPLOS (1) (2024)
Hanfei Yu, Jian Li, Yang Hua, Xu Yuan, Hao Wang
Cheaper and Faster: Distributed Deep Reinforcement Learning with Serverless Computing. AAAI (2024)
Hanfei Yu, Christian Fontenot, Hao Wang, Jian Li, Xu Yuan, Seung-Jong Park
Libra: Harvesting Idle Resources Safely and Timely in Serverless Clusters. HPDC (2023)
Hanfei Yu, Hao Wang, Jian Li, Xu Yuan, Seung-Jong Park
Accelerating Serverless Computing by Harvesting Idle Resources. WWW (2022)
Hanfei Yu, Athirai A. Irissappane, Hao Wang, Wes J. Lloyd
FaaSRank: Learning to Schedule Functions in Serverless Platforms. ACSOS (2021)
Hanfei Yu, Hao Wang, Jian Li, Seung-Jong Park
Harvesting Idle Resources in Serverless Computing via Reinforcement Learning. CoRR (2021)
Robert Cordingly, Navid Heydari, Hanfei Yu, Varik Hoang, Zohreh Sadeghi, Wes Lloyd
Enhancing Observability of Serverless Computing with the Serverless Application Analytics Framework. ICPE (Companion) (2021)
Athirai A. Irissappane, Hanfei Yu, Yankun Shen, Anubha Agrawal, Gray Stanton
Leveraging GPT-2 for Classifying Spam Reviews with Limited Labeled Data via Adversarial Training. CoRR (2020)
Robert Cordingly, Hanfei Yu, Varik Hoang, David Perez, David Foster, Zohreh Sadeghi, Rashad Hatchett, Wes J. Lloyd
Implications of Programming Language Selection for Serverless Data Processing Pipelines. DASC/PiCom/CBDCom/CyberSciTech (2020)
Robert Cordingly, Hanfei Yu, Varik Hoang, Zohreh Sadeghi, David Foster, David Perez, Rashad Hatchett, Wes Lloyd
The Serverless Application Analytics Framework: Enabling Design Trade-off Evaluation for Serverless Software. WOSC@Middleware (2020)