Papers

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    ConferenceTitleAuthor(s)
    OpML '20Detecting Feature Eligibility Illusions in Enterprise AI AutopilotsFabio Casati, Veeru Metha, Gopal Sarda, Sagar Davasam, Kannan Govindarajan
    OpML '20Time Travel and Provenance for Machine Learning PipelinesAlexandru A. Ormenisan, Moritz Meister, Fabio Buso, Robin Andersson, Seif Haridi, Jim Dowling
    OpML '20An Experimentation and Analytics Framework for Large-Scale AI Operations PlatformsThomas Rausch, Waldermar Hummer, Vinod Muthusamy
    OpML '20Challenges Towards Production-Ready Explainable Machine LearningLisa Veiber, Kevin Allix, Yusuf Arslan, Tegawendé F. Bissyandé, Jacques Klein
    OpML '20RIANN: Real-time Incremental Learning with Approximate Nearest Neighbor on Mobile DevicesJiawen Liu, Zhen Xie, Dimitrios Nikolopoulos, Dong Li
    OpML '20FlexServe: Deployment of PyTorch Models as Flexible REST EndpointsEdward Verenich, Alvaro Velasquez, M. G. Sarwar Murshed, Faraz Hussain
    OpML '20Auto Content Moderation in C2C e-CommerceShunya Ueta, Suganprabu Nagaraja, Mizuki Sango
    OpML '20Challenges and Experiences with MLOps for Performance Diagnostics in Hybrid-Cloud Enterprise Software DeploymentsAmitabha Banerjee, Chien-Chia Chen, Chien-Chun Hung, Xiaobo Huang, Yifan Wang, Razvan Chevesaran
    USENIX ATC '20NeuOS: A Latency-Predictable Multi-Dimensional Optimization Framework for DNN-driven Autonomous SystemsSoroush Bateni, Cong Liu
    USENIX ATC '20Adaptive Placement for In-memory Storage FunctionsAnkit Bhardwaj, Chinmay Kulkarni, Ryan Stutsman
    USENIX ATC '20Twizzler: a Data-Centric OS for Non-Volatile MemoryDaniel Bittman, Peter Alvaro, Pankaj Mehra, Darrell D. E. Long, Ethan L. Miller
    USENIX ATC '20Lightweight Preemptible FunctionsSol Boucher, Anuj Kalia, David G. Andersen, Michael Kaminsky
    USENIX ATC '20Libnvmmio: Reconstructing Software IO Path with Failure-Atomic Memory-Mapped InterfaceJungsik Choi, Jaewan Hong, Youngjin Kwon, Hwansoo Han
    USENIX ATC '20SplinterDB: Closing the Bandwidth Gap for NVMe Key-Value StoresAlexander Conway, Abhishek Gupta, Vijay Chidambaram, Martin Farach-Colton, Richard Spillane, Amy Tai, Rob Johnson
    USENIX ATC '20PERCIVAL: Making In-Browser Perceptual Ad Blocking Practical with Deep LearningZainul Abi Din, Panagiotis Tigas, Samuel T. King, Benjamin Livshits
    USENIX ATC '20Reexamining Direct Cache Access to Optimize I/O Intensive Applications for Multi-hundred-gigabit NetworksAlireza Farshin, Amir Roozbeh, Gerald Q. Maguire Jr., Dejan Kostić
    USENIX ATC '20Reverse Debugging of Kernel Failures in Deployed SystemsXinyang Ge, Ben Niu, Weidong Cui
    USENIX ATC '20Fewer Cores, More Hertz: Leveraging High-Frequency Cores in the OS Scheduler for Improved Application PerformanceRedha Gouicem, Damien Carver, Jean-Pierre Lozi, Julien Sopena, Baptiste Lepers, Willy Zwaenepoel, Nicolas Palix, Julia Lawall, Gilles Muller
    USENIX ATC '20Reconstructing proprietary video streaming algorithmsMaximilian Grüner, Melissa Licciardello, Ankit Singla
    USENIX ATC '20Harmonizing Performance and Isolation in Microkernels with Efficient Intra-kernel Isolation and CommunicationJinyu Gu, Xinyue Wu, Wentai Li, Nian Liu, Zeyu Mi, Yubin Xia, Haibo Chen
    USENIX ATC '20PinK: High-speed In-storage Key-value Store with Bounded TailsJunsu Im, Jinwook Bae, Chanwoo Chung, Sungjin Lee
    USENIX ATC '20FuZZan: Efficient Sanitizer Metadata Design for FuzzingYuseok Jeon, WookHyun Han, Nathan Burow, Mathias Payer
    USENIX ATC '20vSMT-IO: Improving I/O Performance and Efficiency on SMT Processors in Virtualized CloudsWeiwei Jia, Jianchen Shan, Tsz On Li, Xiaowei Shang, Heming Cui, Xiaoning Ding
    USENIX ATC '20OpenExpress: Fully Hardware Automated Open Research Framework for Future Fast NVMe DevicesMyoungsoo Jung
    USENIX ATC '20Lessons Learned from the Chameleon TestbedKate Keahey, Jason Anderson, Zhuo Zhen, Pierre Riteau, Paul Ruth, Dan Stanzione, Mert Cevik, Jacob Colleran, Haryadi S. Gunawi, Cody Hammock, Joe Mambretti, Alexander Barnes, François Halbah, Alex Rocha, Joe Stubbs

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