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Collaborative Research: NeTS: Small: CoLeNe: Cooperative Learning in Heterogeneous Edge Ne — NSF Award to University of Massachuse

Cooperation of multiple devices to learn and make decisions based on their environment is especially valuable for Internet of Things (IoT) and other applications. Existing algorithms for cooperative learning often assume that all devices face the same set of decision choices, which is not often the case in networked sy

Award titleCollaborative Research: NeTS: Small: CoLeNe: Cooperative Learning in Heterogeneous Edge Ne
Award ID2533814
AwardeeUniversity of Massachusetts Amherst
CityAMHERST
StateMA
Amount obligated$275,000
Principal investigatorMohammadhassan Hajiesmaili
ProgramNetworking Technology and Syst
Start date10/01/2025
AbstractCooperation of multiple devices to learn and make decisions based on their environment is especially valuable for Internet of Things (IoT) and other applications. Existing algorithms for cooperative learning often assume that all devices face the same set of decision choices, which is not often the case in networked system settings. This project, CoLeNe (Cooperative Learning in heterogeneous Networks), proposes to design and evaluate algorithms for multiple devices to cooperatively learn for dec
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