Cost of federated learning

• Main Author: Tan, Cheen Hao
• Other Authors: Tan Rui
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/163344
• Institution: Nanyang Technological University

Federated Learning (FL) is term coined by Google in 2016 at a time when misuse of personal data was gaining global traction. The main goal was to build a machine learning (ML) model based on datasets that are distributed across the world, all whilst retraining personal privacy. FL enables edge devic...