Modeling of Blockchain Based Systems Using Queuing Theory Simulation

R. A. Memon, Jianping Li, Junaid Ahmed, Asif Khan, M. Nazir, M. Mangrio
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引用次数: 18

Abstract

Blockchain is the one of leading technology of this time; it has started to revolutionize several fields like, finance, business, industry, smart home, healthcare, social networks, Internet and the Internet of Things. It has many benefits like, decentralized network, robustness, availability, stability, anonymity, auditability and accountability. The applications of Blockchain are emerging, and it is found that most of the work is focused on its engineering implementation. While the theoretical part is very less considered and explored. In this paper we implemented the simulation of mining process in Blockchain based systems using queuing theory. We took the parameters of one of the mature Cryptocurrency, Bitcoin's real data and simulated using M/M/n/L queuing system in JSIMgraph. We have achieved realistic results; and expect that it will open up new research direction in theoretical research of Blockchain based systems.
基于区块链的系统建模使用排队理论模拟
区块链是这个时代的领先技术之一;它已经开始在金融、商业、工业、智能家居、医疗、社交网络、互联网和物联网等多个领域掀起革命。它有很多好处,比如去中心化的网络、健壮性、可用性、稳定性、匿名性、可审计性和可问责性。区块链的应用正在兴起,但大部分工作都集中在其工程实现上。而理论部分却很少被考虑和探索。本文利用排队理论实现了基于区块链系统的挖矿过程仿真。我们选取成熟的加密货币之一——比特币的真实数据参数,在JSIMgraph中使用M/M/n/L排队系统进行模拟。我们取得了现实的成果;并期望为基于区块链的系统理论研究开辟新的研究方向。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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