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Collaborative Research: AF: Small: Resilient Data Stream Algorithms — NSF Award to University of Massachusetts Amherst (MA, $298,6

Massive amounts of data are collected or generated in industries such as finance and healthcare; in scientific fields such as genomics and high-energy physics; and in technological applications such as cloud computing and training machine learning models. This has motivated the design and analysis of data stream algori

Award titleCollaborative Research: AF: Small: Resilient Data Stream Algorithms
Award ID2521579
AwardeeUniversity of Massachusetts Amherst
CityAMHERST
StateMA
Amount obligated$298,660
Principal investigatorAndrew McGregor
ProgramAlgorithmic Foundations
Start date07/15/2025
AbstractMassive amounts of data are collected or generated in industries such as finance and healthcare; in scientific fields such as genomics and high-energy physics; and in technological applications such as cloud computing and training machine learning models. This has motivated the design and analysis of data stream algorithms, a highly productive research area within computer science. The focus is typically on algorithms with provable guarantees regarding their running time, memory usage, and accur
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