NSF award 2544321 · Georgia Tech Research Corporation

CAREER: Towards Energy-Efficiency and Thermal-Aware Data Centers for Scalable AI

Final report due

28 October 2031

in 1,836 days · The award ends on 30 June 2031.

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award ending 2031-06-30 · Research.gov
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Extension request16 May 2031in 1671 days
award ending 2031-06-30 · Research.gov
PAPPG 24-1: “at least 45 days prior to the end date”
No-cost extension notice20 Jun 2031in 1706 days
award ending 2031-06-30 · Research.gov
PAPPG 24-1: “at least ten calendar days prior to the end date”
Final report due28 Oct 2031in 1836 days
award ending 2031-06-30 · Research.gov
PAPPG 24-1: “no later than 120-days following the end date of the award”
Project outcomes report due28 Oct 2031in 1836 days
award ending 2031-06-30 · Research.gov
PAPPG 24-1: “no later than 120 days following the end date”
Award is closed out28 Oct 2031in 1836 days
award ending 2031-06-30 · Research.gov
PAPPG 24-1: “financially closed out 120 days after their expiration date”

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NSF lists this award's end date as 30 June 2031.
NSF rules say the final report is due no later than 120 days after that.
So the final report is due by 28 October 2031.

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Award card

Award number: 2544321
Period of support: 15 Jul 2026 – 30 Jun 2031
Amount: $647,221
Awardee: Georgia Tech Research Corporation, Atlanta, GA
Program: CSR-Computer Systems Research
Directorate: CSE

Abstract

Training artificial intelligence models requires thousands of specialized compute platforms, such as graphics and neural processing units, working together in massive data centers that consume hundreds of megawatts of power per site. These chips generate significant heat, experience power spikes that exceed their thermal design power limits, and use mechanisms that automatically slow them down to avoid physical…

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