Project Grant 2203239
- The National Science Foundation awarded a $219,999 Project Grant under the Engineering program (CFDA 47.041) to the University of California, Davis for research titled "CCSS: COLLABORATIVE RESEARCH: QUALITY-AWARE DISTRIBUTED COMPUTATION FOR WIRELESS FEDERATED LEARNING: CHANNEL-AWARE USER SELECTION, MINI-BATCH SIZE ADAPTATION, AND SCHEDULING." The award period is from October 1, 2021 through July 31, 2024. The research will develop techniques for channel-aware user selection, mini-batch...
- This two-year, $368,179 Project Grant from the National Science Foundation's Computer and Information Science and Engineering program (CFDA 47.070) funds research on developing innovative edge learning algorithms over wireless multi-access channels. Specifically, the University of California, Davis is collaborating with Arizona State University to take a principled approach to edge learning framework design using gradient-based and gradient-free optimization methods under computing, power, and...
- The University of California, Davis received a $382,629 Project Grant award from the National Science Foundation Division of Information and Intelligent Systems on August 15, 2021 to support research through July 31, 2022. The grant funds the development of an extensible heterogeneous network embedding framework to enable application-specific adaptation under the Computer and Information Science and Engineering program (CFDA #47.070). This framework will provide customizable network...
- The University of California, Davis was awarded a $1.2 million project grant from the National Science Foundation Division of Computing and Communication Foundations. The grant is part of the NSF's Computer and Information Science and Engineering program (CFDA 47.070), which supports investigator-initiated research and education in computing, communications, and information science and engineering. Under the grant, UC Davis will conduct research on studying and exploiting the bimodality of...
- The University of California, Davis was awarded a $500,000 Project Grant from the National Science Foundation Division of Computing and Communication Foundations. The award is part of the NSF's Computer and Information Science and Engineering program (CFDA 47.070) and will support research using K-nearest neighbors methods for functional estimation and machine learning from October 1, 2021 to September 30, 2024. Funding will allow researchers at UC Davis to advance the development and use of...
- The National Science Foundation (NSF) awarded a $500,000 Project Grant under the Computer and Information Science and Engineering (CFDA 47.070) program to the University of California, Davis (UC Davis) for the SWIFT-SAT: Network Adaptation Based on Physics-Inspired Learning Framework for Radio Coexistence of Terrestrial and Satellite Information Systems project. The project aims to develop physics-inspired learning frameworks that integrate physical radio propagation models and data-driven...
- The University of California, Davis received a $328,084 Project Grant award from the National Science Foundation Division of Computer and Network Systems on July 1, 2021. The grant supports research under the Computer and Information Science and Engineering program (CFDA 47.070) to advance the evolution of computer vision for low power devices and break through existing power and computational complexity barriers. Specifically, the university will conduct investigator-initiated research...
- The National Science Foundation awarded a $475,821 project grant to the University of California, Davis under the Engineering program (CFDA 47.041) to acquire an ultra-high speed data characterization system for convergent research in the big data era. The system will support research efforts across engineering and other scientific disciplines by enabling innovation, creativity, and excellence in engineering research through advanced data collection and analysis capabilities. Funding will be...
- The National Science Foundation Division of Computing and Communication Foundations awarded $800,000 under the Computer and Information Science and Engineering federal grant program (CFDA 47.070) to the University of California, Berkeley for a four-year collaborative research project grant. The project aims to improve the sample efficiency of reinforcement learning algorithms in both offline and online settings through techniques like optimistic exploration and pessimistic exploitation. It...
- The University of California Irvine received a $400,000 project grant award from the National Science Foundation Division of Information and Intelligent Systems. The award is part of the Computer and Information Science and Engineering program (CFDA 47.070) and will support collaborative research on exploiting new degrees-of-freedom in wireless networks with reprogrammable intelligent metagratings. The research is being conducted from July 2021 through June 2025 in Irvine, California. The goal...
The National Science Foundation awarded a $415,000 Project Grant to the University of California, Davis under the Computer and Information Science and Engineering federal grant program (CFDA 47.070) from October 1, 2021 to September 30, 2024. The grant funds research on reinforcement learning techniques for real-time wireless scheduling and edge caching. As the prime awardee, UC Davis will conduct investigator-initiated research and develop algorithms to optimize resource allocation and content delivery in wireless networks using machine learning approaches. Findings from this research aim to advance computing and networking capabilities to enable new applications and services through more efficient wireless infrastructure utilization. The State of California Controller's Office serves as UC Davis' parent organization in overseeing use of these federal funds.
Mod # | Description | ReasonForModification | Federal Obligation | Date |
|---|---|---|---|---|
| Not listed | $415.0k | 12/21/21 |