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Collaborative Research: CIRC: ENS: Enabling Detailed, Open-Source Accelerator Modeling — NSF Award to University of Wisconsin-Madi

The rapid end of Moore’s Law and Dennard’s Scaling has driven computing systems, from smartphones to supercomputers, to embrace heterogeneous architectures for continued efficiency gains. As specialized, compute-intensive workloads such as machine learning become increasingly prominent, there is a critical need for acc

Award titleCollaborative Research: CIRC: ENS: Enabling Detailed, Open-Source Accelerator Modeling
Award ID2450448
AwardeeUniversity of Wisconsin-Madison
CityMADISON
StateWI
Amount obligated$360,000
Principal investigatorMatthew Sinclair
ProgramCCRI-CISE Cmnty Rsrch Infrstrc
Start date08/15/2025
AbstractThe rapid end of Moore’s Law and Dennard’s Scaling has driven computing systems, from smartphones to supercomputers, to embrace heterogeneous architectures for continued efficiency gains. As specialized, compute-intensive workloads such as machine learning become increasingly prominent, there is a critical need for accurate, open-source simulation tools to model and evaluate the next generation of hardware accelerators. However, the pace of innovation in accelerator architectures, particularly g
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