Publication Mitigating Metastable Failures in Distributed Systems with Offline Reinforcement Learning Yueying Li, Daochen Zha, Tianjun Zhang, G. Edward Suh, Christina Delimitrou, Francis Y. Yan International Conference on Learning Representations (ICLR ’23) | May 2023
Publication WINC: A Wireless IoT Network for Multi-Noise Source Cancellation Ishani Janveja, Jiaming Wang, Junfeng Guan, Suraj Jog, Haitham Hassanieh IPSN’23 | May 2023
Publication FlexPass: A Case for Flexible Credit-based Transport for Datacenter Networks Hwijoon Lim, Jaehong Kim, Inho Cho, Keon Jang, Wei Bai, Dongsu Han European Conference on Computer Systems (EuroSys) | May 2023 Project
Publication TraceArk: Towards Actionable Performance Anomaly Alerting for Online Service Systems Zhengran Zeng, …, Qingwei Lin 林庆维, … ICSE 2023 SEIP | May 2023 Project
Publication LoSparse: Structured Compression of Large Language Models based on Low-Rank and Sparse Approximation Yixiao Li, Yifan Yu, Qingru Zhang, Chen Liang, Pengcheng He, Weizhu Chen, Tuo Zhao ICLR 2023 | May 2023
Publication Generating Test Databases for Database-Backed Applications Cong Yan, Suman Nath, Shan Lu ICSE’23 | May 2023 Project
Publication CONAN: Diagnosing Batch Failures for Cloud Systems Liqun Li, Xu Zhang, Shilin He, Yu Kang, Hongyu Zhang, Minghua Ma, Yingnong Dang, Zhangwei Xu, Saravan Rajmohan, Qingwei Lin 林庆维, Dongmei Zhang ICSE 2023 SEIP | May 2023 Project
Publication WAFFLE: Exposing Memory Ordering Bugs Efficiently with Active Delay Injection Bogdan Alexandru Stoica, Shan Lu, Madan Musuvathi, Suman Nath EuroSys’23 | May 2023 Project
Publication Multi-Agent Reinforcement Learning with Shared Policy for Cloud Quota Management Problem Tong Cheng, Hang Dong, Lu Wang, Bo Qiao, Si Qin, Qingwei Lin 林庆维, Dongmei Zhang, S. Rajmohan, T. Moscibroda WWW’23 industry | April 2023
Publication HAPENS: Hardness-Personalized Negative Sampling for Implicit Collaborative Filtering Haoxin Liu, Pu Zhao, Si Qin, Yong Shi, Mirror Xu, Qingwei Lin 林庆维, Dongmei Zhang WWW’23 industry | April 2023