Publication ImDiffusion: Imputed Diffusion Models for Multivariate Time Series Anomaly Detection Yuhang Chen, C. Zhang, Minghua Ma, Yudong Liu, Ruomeng Ding, Bo Li, Shilin He, S. Rajmohan, Qingwei Lin 林庆维, Dongmei Zhang PVLDB’24 | July 2024
Publication Streaming Algorithms for Connectivity Augmentation Ce Jin, Michael Kapralov, Sepideh Mahabadi, Ali Vakilian International Colloquium on Automata, Languages, and Programming (ICALP) | July 2024
Publication Managing Memory Tiers with CXL in Virtualized Environments Yuhong Zhong, Daniel S. Berger, Carl Waldspurger, Ishwar Agarwal, Rajat Agarwal, Frank Hady, Karthik Kumar, Mark D. Hill, Mosharaf Chowdhury, Asaf Cidon USENIX OSDI | July 2024
Publication Ladder: Enabling Efficient Low-Precision Deep Learning Computing through Hardware-aware Tensor Transformation Lei Wang, Lingxiao Ma, Shijie Cao, Quanlu Zhang, Jilong Xue, Yining Shi, Ningxin Zheng, Ziming Miao, Fan Yang, Ting Cao, Yuqing Yang, Mao Yang OSDI 2024 | July 2024
Publication Pre-gated MoE: An Algorithm-System Co-Design for Fast and Scalable Mixture-of-Expert Inference Ranggi Hwang, Jianyu Wei, Shijie Cao, Changho Hwang, Xiaohu Tang, Ting Cao, Mao Yang ISCA 2024 | July 2024 Microsoft Research Focus https://cm-edgetun.pages.dev/en-us/research/blog/research-focus-week-of-july-15-2024/
Publication SuperBench: Improving Cloud AI Infrastructure Reliability with Proactive Validation Yifan Xiong, Yuting Jiang, Ziyue Yang, Lei Qu, Guoshuai Zhao, Shuguang Liu, Dong Zhong, Boris Pinzur, Jie Zhang, Yang Wang, Jithin Jose, Hossein Pourreza, Jeff Baxter, Kushal Datta, Prabhat Ram, Luke Melton, Joe Chau, Peng Cheng, Yongqiang Xiong, Lidong Zhou USENIX ATC | July 2024 Best Paper Award
Publication nnScaler: Constraint-Guided Parallelization Plan Generation for Deep Learning Training Zhiqi Lin, Youshan Miao, Quanlu Zhang, Fan Yang, Yi Zhu, Cheng Li, Saeed Maleki, Xu Cao, Ning Shang, Yilei Yang, Weijiang Xu, Mao Yang, Lintao Zhang, Lidong Zhou OSDI | July 2024 Github
Publication LSKV: A Confidential Distributed Datastore to Protect Critical Data in the Cloud Andrew Jeffery, Julien Maffre, Heidi Howard, Richard Mortier July 2024 Project
Publication Beaver: Practical Partial Snapshots for Distributed Cloud Services Liangcheng Yu, Xiao Zhang, Haoran Zhang, John Sonchack, Dan R. K. Ports, Vincent Liu OSDI 2024 | July 2024 Project
Publication FairyWREN: A Sustainable Cache for Emerging Write-Read-Erase Flash Interfaces Sara McAllister, Sherry Wang, Benjamin Berg, Daniel S. Berger, George Amvrosiadis, Nathan Beckmann, G. R. Ganger USENIX OSDI 2024 | July 2024