Coded federated learning for communication-efficient edge computing: a survey

• Main Authors: Zhang, Yiqian, Gao, Tianli, Li, Congduan, Tan, Chee Wei
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2024
• Subjects: Engineering; Distributed machine learning; Distributed computing
• Online Access: https://hdl.handle.net/10356/181266
• Institution: Nanyang Technological University

In the era of artificial intelligence and big data, the demand for data processing has surged, leading to larger datasets and computation capability. Distributed machine learning (DML) has been introduced to address this challenge by distributing tasks among multiple workers, reducing the resources...