~/talks

Joe Hellerstein

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titleconferencedate
Logic and Algebras for Distributed Computing: Applications and Open QuestionsLogic and Algebra for Query Evaluation 20232023-11-13
Vision and prototypes present a concrete stack: translate Daedalus programs into a Hydro/Hydroflow IR, compile with e-graph style rewrites (Egg/Egglog) into…
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Katara: Synthesizing CRDTs with Verified LiftingOOPSLA 20222022-12-05
Katara automatically synthesizes verified CRDTs from sequential data-type implementations and a pairwise operation ordering policy, encoding correctness into…
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Cloud Programming: CALM Lessons and a new PACTCraft Conference 20212021-06-02
Claims that a monotonicity boundary — the CALM theorem — exactly characterizes when distributed apps can run coordination free, and proposes a practical…
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A Programmable Cloud: CALM Foundations and Open ChallengesPOPL 20212021-01-17
Argues that a proven equivalence — CALM Theorem — makes a program coordination-free exactly when it is monotonic, and shows formal tools used: Bloom/Dedalus…
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The Art of the State: Serverless Computing and Distributed DataDistributed SQL Summit 20202020-09-15
Berkeley RISELab presents a stack that makes serverless functions stateful by combining a monotonicity-based theory (the CALM theorem) with a key‑value store…
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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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Big Data Moonshots and Ground ControlStrata Conference 20142014-02-11
Argues that 80% of analytic effort is data cleaning and that automation alone fails, offering a human-in-the-loop system called predictive interaction that…
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Trifacta's Transformational PlatformStrata Conference 20142014-02-11
Company founded in 2012 builds a data-wrangling platform that surfaces suggestions as users point and highlight messy fields, showing live previews of…
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