Project Grant 2533813
- The National Science Foundation (NSF) awarded a $275,000 Project Grant under the Computer and Information Science and Engineering (CISE) Federal Grant Program to the University of Massachusetts (UMass) for the "COLLABORATIVE RESEARCH: NETS: SMALL: COLENE: COOPERATIVE LEARNING IN HETEROGENEOUS EDGE NETWORKS" project. The project aims to develop and evaluate algorithms that enable multiple networked devices to cooperatively learn and make decisions in heterogeneous environments, focusing...
- The National Science Foundation (NSF) awarded a $599,410 Project Grant to Carnegie Mellon University (CMU) to develop a collaborative learning framework for dynamic and diverse computing environments, particularly focused on edge devices. The grant, under NSF's Computer and Information Science and Engineering program (CFDA 47.070), aims to innovate model-parallel collaborative learning by designing unique model architectures and efficient algorithms, facilitate practical on-device training and...
- Carnegie Mellon University was awarded a $250,000 Project Grant from the National Science Foundation Division of Computer and Network Systems on October 1, 2021 for research concluding on September 30, 2024. The grant was awarded under the Computer and Information Science and Engineering program (CFDA #47.070) to support the "COLLABORATIVE RESEARCH: CNS CORE: MEDIUM: FROOT: FUTURE-PROOF, TRUSTWORTHY TELEMETRY ON HETEROGENEOUS NETWORKS" project. This three-year research project will...
- The National Science Foundation Division of Computer and Network Systems awarded a $200,000 Project Grant to Carnegie Mellon University from October 1, 2021 to September 30, 2024. The grant supports research under the Computer and Information Science and Engineering program (CFDA 47.070), which aims to advance computing, communications, and information science through investigator-initiated research and cyberinfrastructure development. Specifically, the funding enables Carnegie Mellon University...
- The National Science Foundation Division of Computer and Network Systems awarded a $115,995 Project Grant to Carnegie Mellon University for research titled "COLLABORATIVE RESEARCH: SATC: CORE: SMALL: FOUNDATIONS FOR THE NEXT GENERATION OF PRIVATE LEARNING SYSTEMS." The place of performance is Pittsburgh, Pennsylvania. This award will support research from October 1, 2021 to September 30, 2022 under the NSF's Computer and Information Science and Engineering program (CFDA #47.070). The...
- Carnegie Mellon University was awarded a three-year, $636,000 Project Grant from the National Science Foundation under the Computer and Information Science and Engineering program (CFDA 47.070). The grant will support research titled "COLLABORATIVE RESEARCH: SHF: MEDIUM: HERMES: ON-DEVICE DISTRIBUTED MACHINE LEARNING VIA MODEL-HARDWARE CO-DESIGN." Specifically, Carnegie Mellon University will conduct investigator-initiated research and education in computing and information science...
- The National Science Foundation Division of Computer and Network Systems awarded a $208,000 Project Grant to Carnegie Mellon University from October 1, 2021 to September 30, 2024 under the Computer and Information Science and Engineering program (CFDA #47.070). The grant funds the COLLABORATIVE RESEARCH: CCRI: NEW: WORLD OF CODE (WOC): THE DEVELOPMENT OF CURATED CODE RESOURCE TO SUPPORT RESEARCH IN SOFTWARE ENGINEERING project. This project aims to develop a curated code resource to support...
- The University of Pittsburgh received a $316,000 Project Grant award from the National Science Foundation Division of Computer and Network Systems to support research titled "COLLABORATIVE RESEARCH: CNS CORE: SMALL: TOWARDS UNSUPERVISED LEARNING ON RESOURCE CONSTRAINED EDGE DEVICES WITH NOVEL STATISTICAL CONTRASTIVE LEARNING SCHEME." The three-year award, issued on October 1, 2021 with a completion date of September 30, 2024, will fund research into unsupervised learning techniques...
- The National Science Foundation Division of Computing and Communication Foundations awarded a $249,999 Project Grant to Carnegie Mellon University from January 1, 2022 to December 31, 2024. The grant supports the "COLLABORATIVE RESEARCH: AF: SMALL: FOUNDATIONS OF ALGORITHMS AUGMENTED WITH PREDICTIONS" project under the Computer and Information Science and Engineering program (CFDA #47.070). This program aims to advance computing and information sciences through investigator-initiated...
- The National Science Foundation Division of Computer and Network Systems awarded a $234,800 Project Grant to the University of Colorado Colorado Springs to support research titled "COLLABORATIVE RESEARCH: CNS CORE: SMALL: HIERARCHICAL FEDERATED LEARNING OVER WIRELESS EDGE NETWORKS: PERFORMANCE ANALYSIS AND OPTIMIZATION." The period of performance for this award is from November 1, 2021 through October 31, 2024. The research is being conducted under the NSF's Computer and Information...
The National Science Foundation awarded a $275,000 Project Grant to Carnegie Mellon University (CMU) under the Computer and Information Science and Engineering (CISE) Federal Grant Program (CFDA 47.070) for the project "COLLABORATIVE RESEARCH: NETS: SMALL: COLENE: COOPERATIVE LEARNING IN HETEROGENEOUS EDGE NETWORKS." The grant, with a period of performance from October 1, 2025 to September 30, 2028, supports research to develop algorithms for multiple heterogeneous devices in networked systems to collaboratively learn and make optimal decisions, even when facing different decision choices. The project aims to advance cooperative online learning approaches that are communication-efficient and robust to variations in computation, data, and privacy constraints across the participating devices. The research effort includes applying the developed algorithms to two edge network applications: distributed placement of computing applications and optimization of network resource utilization.
Mod # | Description | ReasonForModification | Federal Obligation | Date |
|---|---|---|---|---|
| Not listed | $275.0k | 7/31/25 |