Fangkai Yang

2024

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COIN: Chance-Constrained Imitation Learning for Safe and Adaptive Resource Oversubscription under Uncertainty.
Lu Wang|Mayukh Das|Fangkai Yang|Chao Du|Bo Qiao|Hang Dong|Chetan Bansal|Si Qin|Saravan Rajmohan|Qingwei Lin|Dongmei Zhang|Qi Zhang
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
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SOIL: Score Conditioned Diffusion Model for Imbalanced Cloud Failure Prediction.
Chiming Duan|Fangkai Yang|Pu Zhao|Lingling Zheng|Yash Dagli|Yudong Liu|Qingwei Lin|Dongmei Zhang
Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024

2023

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Learning Cooperative Oversubscription for Cloud by Chance-Constrained Multi-Agent Reinforcement Learning.
Junjie Sheng|Lu Wang|Fangkai Yang|Bo Qiao|Hang Dong|Xiangfeng Wang|Bo Jin|Jun Wang|Si Qin|Saravan Rajmohan|Qingwei Lin|Dongmei Zhang
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023

2022

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Spot Virtual Machine Eviction Prediction in Microsoft Cloud.
Fangkai Yang|Bowen Pang|Jue Zhang|Bo Qiao|Lu Wang|Camille Couturier|Chetan Bansal|Soumya Ram|Si Qin|Zhen Ma|Iñigo Goiri|Eli Cortez|Senthil Baladhandayutham|Victor Rühle|Saravan Rajmohan|Qingwei Lin|Dongmei Zhang
Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25 - 29, 2022