NSF award 2542741 · Rutgers University New Brunswick
CAREER: Foundations of Memory-Constrained Machine Learning
Final report due
28 September 2031
in 1,806 days · The award ends on 31 May 2031.
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- Decide about an extension31 Jan 2031in 1566 days
award ending 2031-05-31 · Research.gov
- Extension request16 Apr 2031in 1641 days
award ending 2031-05-31 · Research.gov
- No-cost extension notice21 May 2031in 1676 days
award ending 2031-05-31 · Research.gov
- Final report due28 Sep 2031in 1806 days
award ending 2031-05-31 · Research.gov
- Project outcomes report due28 Sep 2031in 1806 days
award ending 2031-05-31 · Research.gov
- Award is closed out28 Sep 2031in 1806 days
award ending 2031-05-31 · Research.gov
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- NSF lists this award's end date as 31 May 2031.
- NSF rules say the final report is due no later than 120 days after that.
- So the final report is due by 28 September 2031.
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Award card
- Award number
- 2542741
- Period of support
- 1 Jun 2026 – 31 May 2031
- Amount
- $595,084
- Awardee
- Rutgers University New Brunswick, NEW Brunswick, NJ
- Program
- Algorithmic Foundations
- Directorate
- CSE
Abstract
Memory required to perform a computational task is one of the most fundamental measures used by theoretical computer scientists to assess how difficult a task is. Nevertheless, in practice, memory optimization received limited attention until the emergence of big data applications. More recently, the rapid growth of large-scale machine learning (ML) systems, including large language models (LLMs), has pushed model…
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