Peer-to-peer federated learning

• 主要作者: Sim, Nicholas Yong Yue
• 其他作者: Anupam Chattopadhyay
• 格式: Final Year Project
• 語言: English
• 出版: Nanyang Technological University 2024
• 主題: Computer and Information Science; Federated learning
• 在線閱讀: https://hdl.handle.net/10356/175217
• 機構: 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...