An Energy Efficient Specializing DAG Federated Learning Based on Event-Triggered Communication

Specializing Directed Acyclic Graph Federated Learning (SDAGFL) is a new federated learning framework with the advantages of decentralization, personalization, resisting a single point of failure, and poisoning attack. Instead of training a single global model, the clients in SDAGFL update their mod...

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Bibliographic Details
Main Authors: Xiaofeng Xue, Haokun Mao, Qiong Li, Furong Huang, Ahmed A. Abd El-Latif
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/10/22/4388