Preprints
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Apparate: Rethinking Early Exits to Tame Latency-Throughput Tensions in ML Serving(arXiv) 2023
2024
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USHER: Holistic Interference Avoidance for Resource Optimized ML Inference (to appear)In Proceedings of the 18th USENIX Symposium on Operating Systems Design and Implementation (OSDI), Jul 2024
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Proactive, Accuracy-aware Straggler Mitigation in Machine Learning Clusters (to appear)In Proceedings of the 38th IEEE International Parallel & Distributed Processing Symposium (IPDPS), May 2024
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Vulcan: Automatic Query Planning for Live ML Analytics (to appear)In Proceedings of the 21st USENIX Symposium on Networked Systems Design and Implementation (NSDI), Apr 2024
2023
2022
2021
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Towards Memory-Efficient Inference in Edge Video AnalyticsIn Proceedings of the 3rd ACM Workshop on Hot Topics in Video Analytics and Intelligent Edges (HotEdgeVideo), 2021
2019
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Scalable Systems for Large Scale Dynamic Connected Data ProcessingPhD Thesis, University of California at Berkeley, 2019
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2018
2017
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Time-evolving Graph Processing on Commodity ClustersACM SOSP Student Research Competition (SRC) (SOSP-SRC), 2017
2016
2015
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FastLane: Making Short Flows Shorter with Agile Drop NotificationIn Proceedings of the Sixth ACM Symposium on Cloud Computing (SoCC), 2015
2013
2012
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Blink and It’s Done: Interactive Queries on Very Large DataProc. VLDB Endow. (VLDB), Aug 2012
2011
2010
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Indoor Localization without the PainIn Proceedings of the Sixteenth Annual International Conference on Mobile Computing and Networking (MobiCom), 2010
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Cyclostationary-Based Architectures for Spectrum Sensing in IEEE 802.22 WRANIn 2010 IEEE Global Telecommunications Conference GLOBECOM 2010 (GLOBECOM), 2010
2009
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Handling Mobility across WiFi and WiMAXIn Proceedings of the 2009 International Conference on Wireless Communications and Mobile Computing: Connecting the World Wirelessly (IWCMC), 2009
2008
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Efficient Transmissions & Recovery in Wireless LANMasters Thesis, The University of Texas at Austin, May 2008
2007
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ER: Efficient Retransmission Scheme for Wireless LANsIn Proceedings of the 2007 ACM CoNEXT Conference (CoNEXT), 2007