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- W3181699458 abstract "Federated learning has been explored as a promising solution for training at the edge, where end devices collaborate to train models without sharing data with other entities. Since the execution of these learning models occurs at the edge, where resources are limited, new solutions must be developed. In this paper, we describe the recent work on resource management at the edge, and explore the challenges and future directions to allow the execution of federated learning at the edge. Some of the problems of this management, such as discovery of resources, deployment, load balancing, migration, and energy efficiency will be discussed in the paper." @default.
- W3181699458 created "2021-07-19" @default.
- W3181699458 creator A5039387826 @default.
- W3181699458 creator A5079861220 @default.
- W3181699458 creator A5090424349 @default.
- W3181699458 date "2021-07-07" @default.
- W3181699458 modified "2023-09-27" @default.
- W3181699458 title "Management of Resource at the Network Edge for Federated Learning." @default.
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