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Margo Seltzer

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titleconferencedate
ExtMem: Enabling Application-Aware Virtual Memory Management for Data-Intensive...USENIX ATC 20242024-07-10
ExtMem/XM is a user-space framework that replaces userfaultfd with an upcall-based fault handling path to remove IPC and serialization, lowering page-fault…
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Keynote: When Hardware and Databases CollidePGConf.dev 20242024-05-28
Argues databases gain most by harnessing GPUs for massive parallel index lookups and OLAP-style batching (academics report 100x improvement in some queries)…
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Machine Learning, Networks, and IoTEMSOFT 20222022-10-07
Three short papers: one frames image offloading as a DQN decision problem that learns correlations, enforces per-camera token buckets and shows gains on…
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Getting Your Research AdoptedPLDI 20222022-06-13
Advice focuses on concrete tactics: embed yourself via internships or sabbaticals, publish code and data on GitHub with a usable README, and build real systems…
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Assuage: Assembly Synthesis Using A Guided ExplorationUIST 20212021-10-10
Assuage is a parallel interactive assembly synthesizer built on CEGIS that lets users run multiple guided searches as parallel synthesis instances with…
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The Fine Line between Bold and Fringe LunaticUSENIX ATC '202020-07-15
Argues that whole-system provenance (PASS) actually captures useful, practical evidence beyond database semantics, shows a hacked Linux kernel (PASS v1) that…
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Automatically Scalable ComputationCode Mesh 20172017-11-08
Claims a runtime that learns program state trajectories and speculatively executes predicted future states, using a software x86 emulator (scaly ASK) and a…
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Postgres & BeyondA Celebration of Mike Stonebraker (April 12, 2014)2014-04-12
Discussion traces Postgres from research into multiple companies and real deployments, naming Illustra, Sleepycat and the surprising commercial descendant…
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