Multi-blockchain framework for scalable and communication-efficient federated edge learning

This project is an implementation of a proposed scalable and communication-efficient federated edge learning framework by using multiple blockchains. The report is only a part of the proposed framework, mainly the multiple blockchain and communication system to allow different blockchains to communi...

Full description

Saved in:
Bibliographic Details
Main Author: Lai, Yan Ting
Other Authors: Dusit Niyato
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2021
Subjects:
Online Access:https://hdl.handle.net/10356/148003
Tags: Add Tag
No Tags, Be the first to tag this record!
Institution: Nanyang Technological University
Language: English
id sg-ntu-dr.10356-148003
record_format dspace
spelling sg-ntu-dr.10356-1480032021-04-30T03:16:32Z Multi-blockchain framework for scalable and communication-efficient federated edge learning Lai, Yan Ting Dusit Niyato School of Computer Science and Engineering DNIYATO@ntu.edu.sg Engineering::Computer science and engineering::Information systems::Information systems applications This project is an implementation of a proposed scalable and communication-efficient federated edge learning framework by using multiple blockchains. The report is only a part of the proposed framework, mainly the multiple blockchain and communication system to allow different blockchains to communicate with each other. It also studies the advantages and limitations of the proposed tool, WeCross Platform, to implement the communication system and checks if it is suitable to be used for the proposed framework. Bachelor of Engineering (Computer Engineering) 2021-04-30T03:16:32Z 2021-04-30T03:16:32Z 2021 Final Year Project (FYP) Lai, Y. T. (2021). Multi-blockchain framework for scalable and communication-efficient federated edge learning. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/148003 https://hdl.handle.net/10356/148003 en application/pdf Nanyang Technological University
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering::Computer science and engineering::Information systems::Information systems applications
spellingShingle Engineering::Computer science and engineering::Information systems::Information systems applications
Lai, Yan Ting
Multi-blockchain framework for scalable and communication-efficient federated edge learning
description This project is an implementation of a proposed scalable and communication-efficient federated edge learning framework by using multiple blockchains. The report is only a part of the proposed framework, mainly the multiple blockchain and communication system to allow different blockchains to communicate with each other. It also studies the advantages and limitations of the proposed tool, WeCross Platform, to implement the communication system and checks if it is suitable to be used for the proposed framework.
author2 Dusit Niyato
author_facet Dusit Niyato
Lai, Yan Ting
format Final Year Project
author Lai, Yan Ting
author_sort Lai, Yan Ting
title Multi-blockchain framework for scalable and communication-efficient federated edge learning
title_short Multi-blockchain framework for scalable and communication-efficient federated edge learning
title_full Multi-blockchain framework for scalable and communication-efficient federated edge learning
title_fullStr Multi-blockchain framework for scalable and communication-efficient federated edge learning
title_full_unstemmed Multi-blockchain framework for scalable and communication-efficient federated edge learning
title_sort multi-blockchain framework for scalable and communication-efficient federated edge learning
publisher Nanyang Technological University
publishDate 2021
url https://hdl.handle.net/10356/148003
_version_ 1698713654706307072