Implementing collaborative decentralized machine learning for Internet of Things (IoT)

• 主要作者: Yapp, Austine Zong Han
• 其他作者: Dusit Niyato
• 格式: Final Year Project
• 語言: English
• 出版: Nanyang Technological University 2021
• 主題: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• 在線閱讀: https://hdl.handle.net/10356/147994
• 機構: Nanyang Technological University

Federated Edge Learning (FEL) is a novel technique for collaborative machine learning through distributed edge devices that offers improved data privacy over traditional machine learning training that is centralized in nature. In FEL, a global model is downloaded on edge devices where training is do...