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Theory of Data Stream Computing: Where to Go

Summary: Reframes data-management theory for massive, high-rate streams that defy full capture, storage, or communication, advocating principled "work-with-less" algorithms. Surveys advances in stream algorithms, compressed sensing and DSMS and pinpoints open research challenges across computation, communication and storage. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
1553
Venue
PODS
Year
2011
Pagerank
-
Overall Rank
13,483 | 6.21%
DOI
-

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Rank Cited Paper Year Venue Pagerank
2,894 Pan-private Algorithms Via Statistics on Sketches 2011 PODS 7.9474698e-05
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