Conferences

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    TitleConferenceSpeaker(s)
    Fine-tuning giant neural networks on commodity hardware with automatic pipeline model parallelismUSENIX ATC '21Saar Eliad, Ido Hakimi, Alon De Jagger, Mark Silberstein, Assaf Schuster
    Jump-Starting Multivariate Time Series Anomaly Detection for Online Service SystemsUSENIX ATC '21Minghua Ma, Shenglin Zhang, Junjie Chen, Jim Xu, Haozhe Li, Yongliang Lin, Xiaohui Nie, Bo Zhou, Yong Wang, Dan Pei
    Palleon: A Runtime System for Efficient Video Processing toward Dynamic Class SkewUSENIX ATC '21Boyuan Feng, Yuke Wang, Gushu Li, Yuan Xie, Yufei Ding
    FaaSNet: Scalable and Fast Provisioning of Custom Serverless Container Runtimes at Alibaba Cloud Function ComputeUSENIX ATC '21Ao Wang, Shuai Chang, Huangshi Tian, Hongqi Wang, Haoran Yang, Huiba Li, Rui Du, Yue Cheng
    Fighting the Fog of War: Automated Incident Detection for Cloud SystemsUSENIX ATC '21Liqun Li, Xu Zhang, Xin Zhao, Hongyu Zhang, Yu Kang, Pu Zhao, Bo Qiao, Shilin He, Pochian Lee, Jeffrey Sun, Feng Gao, Li Yang, Qingwei Lin, Saravanakumar Rajmohan, Zhangwei Xu, Dongmei Zhang
    Habitat: A Runtime-Based Computational Performance Predictor for Deep Neural Network TrainingUSENIX ATC '21Geoffrey X. Yu, Yubo Gao, Pavel Golikov, Gennady Pekhimenko
    Zico: Efficient GPU Memory Sharing for Concurrent DNN TrainingUSENIX ATC '21Gangmuk Lim, Jeongseob Ahn, Wencong Xiao, Youngjin Kwon, Myeongjae Jeon
    Refurbish Your Training Data: Reusing Partially Augmented Samples for Faster Deep Neural Network TrainingUSENIX ATC '21Gyewon Lee, Irene Lee, Hyeonmin Ha, Kyunggeun Lee, Hwarim Hyun, Ahnjae Shin, Byung-Gon Chun
    ZeRO-Offload: Democratizing Billion-Scale Model TrainingUSENIX ATC '21Jie Ren, Samyam Rajbhandari, Reza Yazdani Aminabadi, Olatunji Ruwase, Shuangyan Yang, Minjia Zhang, Dong Li, Yuxiong He
    Experiences in Managing the Performance and Reliability of a Large-Scale Genomics Cloud PlatformUSENIX ATC '21Michael Hao Tong, Robert L. Grossman, Haryadi S. Gunawi
    Live in the Express LaneUSENIX ATC '21Patrick Jahnke, Vincent Riesop, Pierre-Louis Roman, Pavel Chuprikov, Patrick Eugster
    Preview: Cloud ComputingUSENIX ATC '21
    Hashing Linearity Enables Relative Path Control in Data CentersUSENIX ATC '21Zhehui Zhang, Haiyang Zheng, Jiayao Hu, Xiangning Yu, Chenchen Qi, Xuemei Shi, Guohui Wang
    Preview: KV-Stores and DatabasesUSENIX ATC '21
    Understanding Precision Time Protocol in Today's Wi-Fi Networks: A Measurement StudyUSENIX ATC '21Paizhuo Chen, Zhice Yang
    Preview: ML ServingUSENIX ATC '21
    Boosting Full-Node Repair in Erasure-Coded StorageUSENIX ATC '21Shiyao Lin, Guowen Gong, Zhirong Shen, Patrick P. C. Lee, Jiwu Shu
    Preview: ML TrainingUSENIX ATC '21
    Preview: Graph NNsUSENIX ATC '21
    Hey, Lumi! Using Natural Language for Intent-Based Network ManagementUSENIX ATC '21Arthur S. Jacobs, Ricardo J. Pfitscher, Rafael H. Ribeiro, Ronaldo A. Ferreira, Lisandro Z. Granville, Walter Willinger, Sanjay G. Rao
    KVIMR: Key-Value Store Aware Data Management Middleware for Interlaced Magnetic Recording Based Hard Disk DriveUSENIX ATC '21Yuhong Liang, Tsun-Yu Yang, Ming-Chang Yang
    Differentiated Key-Value Storage Management for Balanced I/O PerformanceUSENIX ATC '21Yongkun Li, Zhen Liu, Patrick P. C. Lee, Jiayu Wu, Yinlong Xu, Yi Wu, Liu Tang, Qi Liu, Qiu Cui
    Preview: NetworkingUSENIX ATC '21
    Preview: Persistent MemoryUSENIX ATC '21
    Preview: Security and PrivacyUSENIX ATC '21

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