A Markov decision process-based secure consensus framework for leveraging blockchain technology in IoT applications

被引：0

作者：

Sharma N. ^{[1
]}

Mangla M. ^{[2
]}

Mohanty S.N. ^{[3
]}

机构：

[1] Department of Computer Science and Engineering, National Institute of Technology, Punjab, Jalandhar

[2] Department of Computer Engineering, Lokmanya Tilak College of Engineering, Navi Mumbai

[3] Department of Computer Engineering, College of Engineering Pune, Pune

来源：

International Journal of Electronic Business | 2022年 / 17卷 / 03期

关键词：

Bitcoin; blockchain; Byzantine faults; consensus; distributed ledger; Markov decision process; MDP; smart contract;

D O I：

10.1504/IJEB.2022.124329

中图分类号：

学科分类号：

摘要：

In this manuscript, we propose a secure consensus framework that implements Markov decision process (MDP) for blockchain technology in IoT applications. The proposed framework presents projection for the sojourn time and stationary efficiency measures for any transaction or block. Implementing MDP provides a group of states and a collection of actions to choose from. MDP also offers instantaneous reward purpose and a probabilistic transition matrix. The proposed framework that suggests implementation of MDP in blockchain technology further escalates the security of the network. The paper demonstrates the architecture of the proposed framework. Copyright © 2022 Inderscience Enterprises Ltd.

引用

页码：270 / 282

页数：12

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