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2023 | OriginalPaper | Chapter

An Application Framework for Blockchain on Smart Factory Locations Using a Datacenter Approach

Authors : Awatef Salem Balobaid, Saahira Ahamed, Shermin Shamsudheen, Padmanayaki Selvarajan, Praveetha Gobinathan, Betty Elezebeth Samuel

Published in: Proceedings of Seventh International Congress on Information and Communication Technology

Publisher: Springer Nature Singapore

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Abstract

We offer an in-pocket platform which allows data providers, virtual servers and AI designers to collaborate for machine knowledge representations in a permission less AI marketplace. The information is a valuable numerical tool that is important for group's perspectives. Our initiative assists data owners in protecting data access and security while supporting AI developers’ use of their data for training. Comparably, AI developers can use the calculation tools from the cloud provider against relinquishing power or privacy. Our framework protocols are designed to allow all three entities data owners, cloud vendors and AI developers to legitimately increase their behavior in the public system to test and approve of misconduct or conflict arbitration with the blockchain system. The Hyperledger Fabric is an analogy to centralized AI networks that do not have protection for information prior to modeling. We present investigational outcomes which show dormancy in various access networks where blockchain colleagues are accessible via dissimilar data centers. Our findings specify that the planned approach is well tailored to numerous data. Also, model owners can educate up to 70 models to a 12-peer un-optimized blockchain system and some 30 prototypes to a 24-peer framework.

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Metadata
Title
An Application Framework for Blockchain on Smart Factory Locations Using a Datacenter Approach
Authors
Awatef Salem Balobaid
Saahira Ahamed
Shermin Shamsudheen
Padmanayaki Selvarajan
Praveetha Gobinathan
Betty Elezebeth Samuel
Copyright Year
2023
Publisher
Springer Nature Singapore
DOI
https://doi.org/10.1007/978-981-19-1610-6_33