Biblio

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2023
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.
Cui W, Han Z, Ouyang L, Wang Y, Zheng N, Ma L, Yang Y, Yang F, Xue J, Qiu L et al..  2023.  Optimizing Dynamic Neural Networks with Brainstorm. 17th USENIX Symposium on Operating Systems Design and Implementation (OSDI 23). :797--815.
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.
Shi Y, Yang Z, Xue J, Ma L, Xia Y, Miao Z, Guo Y, Yang F, Zhou L.  2023.  Welder: Scheduling Deep Learning Memory Access via Tile-graph. 17th USENIX Symposium on Operating Systems Design and Implementation (OSDI 23). :701--718.
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.
Zhang Y, Setty S, Chen Q, Zhou L, Alvisi L.  2020.  Byzantine Ordered Consensus without Byzantine Oligarchy. 14th USENIX Symposium on Operating Systems Design and Implementation (OSDI 20). :633--649.
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.
Ma L, Xie Z, Yang Z, Xue J, Miao Y, Cui W, Hu W, Yang F, Zhang L, Zhou L.  2020.  Rammer: Enabling Holistic Deep Learning Compiler Optimizations with rTasks. 14th USENIX Symposium on Operating Systems Design and Implementation (OSDI 20). :881--897.
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.
2019
Ma L, Yang Z, Miao Y, Xue J, Wu M, Zhou L, Dai Y.  2019.  NeuGraph: Parallel Deep Neural Network Computation on Large Graphs. 2019 USENIX Annual Technical Conference (USENIX ATC 19). :443--458.
2018
Huang P, Guo C, Lorch JR, Zhou L, Dang Y.  2018.  Capturing and Enhancing In Situ System Observability for Failure Detection. 13th USENIX Symposium on Operating Systems Design and Implementation (OSDI 18). :1--16.
Xiao W, Bhardwaj R, Ramjee R, Sivathanu M, Kwatra N, Han Z, Patel P, Peng X, Zhao H, Zhang Q et al..  2018.  Gandiva: Introspective Cluster Scheduling for Deep Learning. 13th USENIX Symposium on Operating Systems Design and Implementation (OSDI 18). :595--610.
Pekhimenko G, Guo C, Jeon M, Huang P, Zhou L.  2018.  TerseCades: Efficient Data Compression in Stream Processing. 2018 USENIX Annual Technical Conference (USENIX ATC 18). :307--320.
2017
Xiao W, Xue J, Miao Y, Li Z, Chen C, Wu M, Li W, Zhou L.  2017.  Tux²: Distributed Graph Computation for Machine Learning. 14th USENIX Symposium on Networked Systems Design and Implementation (NSDI 17). :669--682.
2016
Setty S, Su C, Lorch JR, Zhou L, Chen H, Patel P, Ren J.  2016.  Realizing the Fault-Tolerance Promise of Cloud Storage Using Locks with Intent. 12th USENIX Symposium on Operating Systems Design and Implementation (OSDI 16). :501--516.
Lin W, Qian Z, Xu J, Yang S, Zhou J, Zhou L.  2016.  StreamScope: Continuous Reliable Distributed Processing of Big Data Streams. 13th USENIX Symposium on Networked Systems Design and Implementation (NSDI 16). :439--453.
2014
Boutin E, Ekanayake J, Lin W, Shi B, Zhou J, Qian Z, Wu M, Zhou L.  2014.  Apollo: Scalable and Coordinated Scheduling for Cloud-Scale Computing. 11th USENIX Symposium on Operating Systems Design and Implementation (OSDI 14). :285--300.
2013
Guo Z, McDirmid S, Yang M, Zhuang L, Zhang P, Luo Y, Bergan T, Musuvathi M, Zhang Z, Zhou L.  2013.  Failure Recovery: When the Cure Is Worse Than the Disease. 14th Workshop on Hot Topics in Operating Systems (HotOS XIV).
2012
Prabhakaran V, Wu M, Weng X, McSherry F, Zhou L, Haradasan M.  2012.  Managing Large Graphs on Multi-Cores with Graph Awareness. 2012 USENIX Annual Technical Conference (USENIX ATC 12). :41--52.
Zhang J, Zhou H, Chen R, Fan X, Guo Z, Lin H, Li JY, Lin W, Zhou J, Zhou L.  2012.  Optimizing Data Shuffling in Data-Parallel Computation by Understanding User-Defined Functions. 9th USENIX Symposium on Networked Systems Design and Implementation (NSDI 12). :295--308.
Guo Z, Fan X, Chen R, Zhang J, Zhou H, McDirmid S, Liu C, Lin W, Zhou J, Zhou L.  2012.  Spotting Code Optimizations in Data-Parallel Pipelines through PeriSCOPE. 10th USENIX Symposium on Operating Systems Design and Implementation (OSDI 12). :121--133.
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).
2010
Wang H, Jing Q, Chen R, He B, Qian Z, Zhou L.  2010.  Distributed Systems Meet Economics: Pricing in the Cloud. 2nd USENIX Workshop on Hot Topics in Cloud Computing (HotCloud 10).

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