Decentralized federated learning
Conventional implementations of federated learning require a centralized entity to conduct and coordinate the training with a star communication architecture. However, this technique is prone to a single point of failure, e.g., when the central node is malicious. In this study, we explore decen...
Saved in:
Main Author: | Hitesh, Agarwal |
---|---|
Other Authors: | Dusit Niyato |
Format: | Final Year Project |
Language: | English |
Published: |
Nanyang Technological University
2022
|
Subjects: | |
Online Access: | https://hdl.handle.net/10356/156589 |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Institution: | Nanyang Technological University |
Language: | English |
Similar Items
-
BlockFL: blockchain-enabled decentralized federated learning and model trading
by: Pham, Tan Anh Khoa
Published: (2022) -
Online Federated Learning over decentralized networks
by: Zhang, Chi
Published: (2019) -
Decentralized edge intelligence : a dynamic resource allocation framework for hierarchical federated learning
by: Lim, Bryan Wei Yang, et al.
Published: (2022) -
Auditable and verifiable federated learning based on blockchain-enabled decentralization
by: Kalapaaking, Aditya Pribadi, et al.
Published: (2024) -
Cost of federated learning
by: Tan, Cheen Hao
Published: (2022)