Hanfei Yu

According to our database, Hanfei Yu authored at least 14 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Freyr $^+$+: Harvesting Idle Resources in Serverless Computing via Deep Reinforcement Learning.

Hanfei Yu, Hao Wang, Jian Li, Xu Yuan, Seung-Jong Park

IEEE Trans. Parallel Distributed Syst., November, 2024

Nitro: Boosting Distributed Reinforcement Learning with Serverless Computing.

Hanfei Yu, Jacob Carter, Hao Wang, Devesh Tiwari, Jian Li, Seung-Jong Park

Proc. VLDB Endow., 2024

Stellaris: Staleness-Aware Distributed Reinforcement Learning with Serverless Computing.

Hanfei Yu, Hao Wang, Devesh Tiwari, Jian Li, Seung-Jong Park

Proceedings of the International Conference for High Performance Computing, 2024

Pre-Warming is Not Enough: Accelerating Serverless Inference With Opportunistic Pre-Loading.

Yifan Sui, Hanfei Yu, Yitao Hu, Jianxun Li, Hao Wang

Proceedings of the 2024 ACM Symposium on Cloud Computing, 2024

RainbowCake: Mitigating Cold-starts in Serverless with Layer-wise Container Caching and Sharing.

Hanfei Yu, Rohan Basu Roy, Christian Fontenot, Devesh Tiwari, Jian Li, Hong Zhang, Hao Wang, Seung-Jong Park

Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2024

Cheaper and Faster: Distributed Deep Reinforcement Learning with Serverless Computing.

Hanfei Yu, Jian Li, Yang Hua, Xu Yuan, Hao Wang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Libra: Harvesting Idle Resources Safely and Timely in Serverless Clusters.

Hanfei Yu, Christian Fontenot, Hao Wang, Jian Li, Xu Yuan, Seung-Jong Park

Proceedings of the 32nd International Symposium on High-Performance Parallel and Distributed Computing, 2023

2022

Accelerating Serverless Computing by Harvesting Idle Resources.

Hanfei Yu, Hao Wang, Jian Li, Xu Yuan, Seung-Jong Park

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

2021

Harvesting Idle Resources in Serverless Computing via Reinforcement Learning.

Hanfei Yu, Hao Wang, Jian Li, Seung-Jong Park

CoRR, 2021

Enhancing Observability of Serverless Computing with the Serverless Application Analytics Framework.

Robert Cordingly, Navid Heydari, Hanfei Yu, Varik Hoang, Zohreh Sadeghi, Wes Lloyd

Proceedings of the ICPE '21: ACM/SPEC International Conference on Performance Engineering, 2021

FaaSRank: Learning to Schedule Functions in Serverless Platforms.

Hanfei Yu, Athirai A. Irissappane, Hao Wang, Wes J. Lloyd

Proceedings of the IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2021

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

CoRR, 2020

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 WoSC@Middleware 2020: Proceedings of the 2020 Sixth International Workshop on Serverless Computing, 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

Proceedings of the IEEE Intl Conf on Dependable, 2020