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

• المؤلف الرئيسي: Yapp, Austine Zong Han
• مؤلفون آخرون: Dusit Niyato
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2021
• الموضوعات: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/147994
• المؤسسة: 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...