Biblio

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2023
Zhang C, Ma L, Xue J, Shi Y, Miao Z, Yang F, Zhai J, Yang Z, Yang M.  2023.  Cocktailer: Analyzing and Optimizing Dynamic Control Flow in Deep Learning. 17th USENIX Symposium on Operating Systems Design and Implementation (OSDI 23). :681--699.
Liang C-JMike, Fang Z, Xie Y, Yang F, Li ZLucis, Zhang LLyna, Yang M, Zhou L.  2023.  On Modular Learning of Distributed Systems for Predicting End-to-End Latency. 20th USENIX Symposium on Networked Systems Design and Implementation (NSDI 23). :1081--1095.
Zhang Q, Xu S, Chen Q, Sui G, Xie J, Cai Z, Chen Y, He Y, Yang Y, Yang F et al..  2023.  VBASE: Unifying Online Vector Similarity Search and Relational Queries via Relaxed Monotonicity. 17th USENIX Symposium on Operating Systems Design and Implementation (OSDI 23). :377--395.
2022
Zhu H, Wu R, Diao Y, Ke S, Li H, Zhang C, Xue J, Ma L, Xia Y, Cui W et al..  2022.  ROLLER: Fast and Efficient Tensor Compilation for Deep Learning. 16th USENIX Symposium on Operating Systems Design and Implementation (OSDI 22). :233--248.
Zheng N, Lin B, Zhang Q, Ma L, Yang Y, Yang F, Wang Y, Yang M, Zhou L.  2022.  SparTA: Deep-Learning Model Sparsity via Tensor-with-Sparsity-Attribute. 16th USENIX Symposium on Operating Systems Design and Implementation (OSDI 22). :213--232.
2020
Liang C-JMike, Xue H, Yang M, Zhou L, Zhu L, Li ZLucis, Wang Z, Chen Q, Zhang Q, Liu C et al..  2020.  AutoSys: The Design and Operation of Learning-Augmented Systems. 2020 USENIX Annual Technical Conference (USENIX ATC 20). :323--336.
Zhao H, Han Z, Yang Z, Zhang Q, Yang F, Zhou L, Yang M, Lau FCM, Wang Y, Xiong Y et al..  2020.  HiveD: Sharing a GPU Cluster for Deep Learning with Guarantees. 14th USENIX Symposium on Operating Systems Design and Implementation (OSDI 20). :515--532.
Zhang Q, Han Z, Yang F, Zhang Y, Liu Z, Yang M, Zhou L.  2020.  Retiarii: A Deep Learning Exploratory-Training Framework. 14th USENIX Symposium on Operating Systems Design and Implementation (OSDI 20). :919--936.
2011
Guo Z, Zhou D, Lin H, Yang M, Long F, Deng C, Liu C, Zhou L.  2011.  G2: A Graph Processing System for Diagnosing Distributed Systems. 2011 USENIX Annual Technical Conference (USENIX ATC 11).
2009
Yang J, Chen T, Wu M, Xu Z, Liu X, Lin H, Yang M, Long F, Zhang L, Zhou L.  2009.  MODIST: Transparent Model Checking of Unmodified Distributed Systems. 6th USENIX Symposium on Networked Systems Design and Implementation (NSDI 09).
He B, Yang M.  2009.  Wave Computing in the Cloud. 12th Workshop on Hot Topics in Operating Systems (HotOS XII).
2004
Yang M, Chen H, Zhao BY, Dai Y, Zhang Z.  2004.  Deployment of a Large-scale Peer-to-Peer Social Network. First Workshop on Real, Large Distributed Systems (WORLDS 04).