grant
CAREER: Kishu: Checkpointing Data Science with Nonintrusive State Manager
Organization University of Illinois at Urbana-ChampaignLocation URBANA, United StatesPosted 15 Jun 2025Deadline 31 May 2030
NSFUS FederalResearch GrantScience FoundationIL
Description preview
Today's data science systems, ranging from batch jobs to interactive interfaces, are surprisingly fragile. Data scientists typically use dozens of libraries, but a single bug in any can destroy hours or even days of computation, causing significant pain. This issue has been widely discussed in the data science community and academic literature.…
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