The National Science Foundation awarded a $157,203 Project Grant to the University of Arizona under the Computer and Information Science and Engineering federal grant program (CFDA 47.070) to conduct research related to scaling general-purpose processors into the exascale era. Specifically, the award will fund research to design reconfigurable aggregated virtual chips utilizing heterogeneous aggregated chiplets and a hybrid wireless interconnection network. This is intended to enable systems...
This Project Grant award for $557,158.00, funded by the National Science Foundation (NSF) Computer and Information Science and Engineering (CISE) Program (CFDA 47.070), supports research to devise novel mathematical operators that address the computational bottlenecks of graph-based artificial intelligence (AI) applications. The project aims to unlock sustainable and scalable performance for modern AI-based applications, such as autonomous systems, traffic forecasting, social media, drug...
This $1,091,988 federal Project Grant awarded by the National Science Foundation (NSF) under the Computer and Information Science and Engineering (CFDA 47.070) program supports the development of a new framework to systematically design and optimize high-performance graph analytics algorithms. The researchers at the University of California, Davis (UC Davis) will create an open-source software platform that allows for automated exploration of implementation choices for graph computations using a...
This National Science Foundation project grant of $549,790 will fund the development of a full-system computing stack to support sparse computations through September 2027. Under the Computer and Information Science and Engineering program (CFDA 47.070), researchers at Washington University in University City, Missouri will create domain-specific languages, an integrated compiler and scheduler, specialized hardware architectures and high-performance computing systems. Their work aims to...
This Project Grant award from the National Science Foundation's (NSF) Computer and Information Science and Engineering program (CFDA 47.070) supports a collaborative research effort to accelerate the execution of large-scale graph problems on distributed computing systems. The $2,656,268 award, active from August 1, 2023 to July 31, 2028, aims to develop new algorithms, software frameworks, and hardware accelerators to efficiently process large graph datasets in domains like computational...
The University of California, Davis (UC Davis) received a $255,127 Project Grant award from the National Science Foundation's (NSF) Computer and Information Science and Engineering (CISE) program (CFDA 47.070) to advance the design of efficient, large-scale graph algorithms. The project aims to develop innovative methods and more efficient algorithms for processing massive graphs by investigating sparsification techniques in parallel and distributed computational frameworks. This 5-year research...
This Project Grant award of $203,796 from the National Science Foundation's (NSF) Computer and Information Science and Engineering (CISE) program (CFDA 47.070) supports research to accelerate the execution of large graph problems on large, distributed machines. The project, led by Texas A&M Engineering Experiment Station (Tees), aims to develop new algorithms, software frameworks, and hardware accelerators to enable efficient processing of graph-based computations in domains such as...
This Project Grant award from the National Science Foundation's (NSF) Computer and Information Science and Engineering (CISE) program (CFDA 47.070) provides $600,000 to The University of Central Florida Board of Trustees to develop software-hardware solutions that enable efficient execution of large AI foundation models, like those powering advanced AI applications, on smaller, resource-limited computer systems. The key research thrusts include: 1) designing a sparsity-aware scheduling system to...
This Project Grant award from the National Science Foundation's (NSF) Computer and Information Science and Engineering (CISE) program (CFDA 47.070) aims to develop an efficient compilation and synthesis flow for translating high-level programs into domain-specific reconfigurable heterogeneous acceleration systems. The $127,484 award to the University of California, Irvine will fund research to create a framework that combines hardened digital accelerators, reconfigurable digital logic, and...
This Project Grant award from the National Science Foundation (NSF) Integrative Activities program (CFDA 47.083) will fund research led by the University of Oklahoma to develop a Graph Structure Descriptor Language and associated compiler infrastructure for optimizing computations on sparse and irregular data structures, such as those used in machine learning and graph analytics applications. The $271,883 award, which runs from January 1, 2025 to December 31, 2029, aims to improve the...