Peer-to-peer federated learning

• Main Author: Sim, Nicholas Yong Yue
• Other Authors: Anupam Chattopadhyay
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Federated learning
• Online Access: https://hdl.handle.net/10356/175217
• Institution: Nanyang Technological University

This Final Year Project (FYP) explores the integration of Peer-to-Peer Federated Learning (P2P FL) on Android devices, leveraging TensorFlow Lite alongside Wi-Fi Direct and Bluetooth for decentralized machine learning (ML) model training directly on mobile devices. The study aims to harness the col...