Provision for Energy: A Resource Allocation Problem in Federated Learning for Edge Systems

Liu, Mingyue and Rajamanickam, Leelavathi and Parthasarathy, Rajamohan (2024) Provision for Energy: A Resource Allocation Problem in Federated Learning for Edge Systems. EAI Endorsed Transactions on Energy Web.

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Abstract

The article explores an energy-efficient method for allocating transmission and computation resources for federated learning (FL) on wireless communication networks.  The model being considered involves each user training a local FL model using their limited local computing resources and the data th

Item Type: Article
Date Deposited: 04 Mar 2026 18:13
Last Modified: 11 Apr 2026 00:20
URI: http://eprints.eai.eu/id/eprint/51640

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