基于区块链的审计系统共识协议的性能评估

Ashar Ahmad, Muhammad Saad, Joongheon Kim, Daehun Nyang, David A. Mohaisen
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引用次数: 13

摘要

基于区块链的审计系统使用“实用拜占庭容错”(PBFT)共识协议,该协议具有高消息复杂性和低可扩展性。PBFT的替代方案尚未在基于区块链的审计系统中进行测试,因为没有区块链测试平台支持在统一测试环境中执行和对不同共识协议进行基准测试。在本文中,我们通过开发能够在区块链网络中执行和测试五种共识协议的区块链测试平台来解决这一差距;即PBFT、工作量证明(PoW)、权益证明(PoS)、运行时间证明(PoET)和Clique。我们使用来自真实世界审计系统的数据对这些共识算法进行性能评估。我们的研究结果表明,基于可扩展性特性,Clique协议最适合基于区块链的审计系统。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Performance Evaluation of Consensus Protocols in Blockchain-based Audit Systems
Blockchain-based audit systems use “Practical Byzantine Fault Tolerance” (PBFT) consensus protocol which suffers from a high message complexity and low scalability. Alternatives to PBFT have not been tested in blockchain-based audit systems since no blockchain testbed supports the execution and benchmarking of different consensus protocols in a unified testing environment. In this paper, we address this gap by developing a blockchain testbed capable of executing and testing five consensus protocols in a blockchain network; namely PBFT, Proof-of-Work (PoW), Proof-of-Stake (PoS), Proof-of-Elapsed Time (PoET), and Clique. We carry out performance evaluation of those consensus algorithms using data from a real-world audit system. Our results show that the Clique protocol is best suited for blockchain-based audit systems, based on scalability features.
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