Blockchain Bottleneck Analysis Based on Performance Metrics Causality

doi:10.3390/electronics13214236

	Blockchain Bottleneck Analysis Based on Performance Metrics Causality
	Song, Weihu 1,2; Zhu, Mengxiao 3; Lu, Dong 1; Zhu, Chen 1; Zhao, Jiejie 2; Sun, Yi 4; Li, Lei 2; Zhu, Haogang 1,2,5
	2024-11-01
发表期刊	ELECTRONICS
卷号	13 期号:21 页码:15
摘要	With the widespread application of blockchain technology across various industries, detecting and analyzing performance bottlenecks is crucial for evaluating and optimizing blockchain system performance. However, current research needs general performance metrics for detecting and analyzing bottlenecks. Only some studies focus on this aspect within blockchain systems. To address this, this paper first proposes 18 fine-grained performance metrics to evaluate performance across various layers of blockchain systems comprehensively. Subsequently, we introduce a generalized loosely coupled performance measurement framework to capture these metrics and construct the causal relationship between them, i.e., the mesoscopic performance structure. This approach allows for the detection and analysis of performance bottlenecks. Finally, numerous experimental results demonstrate that the causality between the relevant performance metrics disappears when the system reaches a performance bottleneck. Additionally, the framework has a performance impact of less than 15% on ChainMaker.
关键词	blockchain consortium causal inference bottleneck analysis
DOI	10.3390/electronics13214236
收录类别	SCI
语种	英语
资助项目	National Key Research and Development Program of China ; [2021YFB2700300]
WOS研究方向	Computer Science ; Engineering ; Physics
WOS类目	Computer Science, Information Systems ; Engineering, Electrical & Electronic ; Physics, Applied
WOS记录号	WOS:001351281900001
出版者	MDPI
引用统计
文献类型	期刊论文
条目标识符	http://119.78.100.204/handle/2XEOYT63/39472
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Li, Lei; Zhu, Haogang
作者单位	1.Beihang Univ, State Key Lab Complex & Crit Software Environm, Beijing 100191, Peoples R China 2.Zhongguancun Lab, Beijing 100086, Peoples R China 3.North China Univ Technol, Sch Informat Sci & Technol, Beijing 100144, Peoples R China 4.Chinese Acad Sci, Inst Comp Technol, Beijing 100045, Peoples R China 5.Beihang Univ, Inst Artificial Intelligence, Beijing Adv Innovat Ctr Future Blockchain & Privac, Beijing 100191, Peoples R China
推荐引用方式 GB/T 7714	Song, Weihu,Zhu, Mengxiao,Lu, Dong,et al. Blockchain Bottleneck Analysis Based on Performance Metrics Causality[J]. ELECTRONICS,2024,13(21):15.
APA	Song, Weihu.,Zhu, Mengxiao.,Lu, Dong.,Zhu, Chen.,Zhao, Jiejie.,...&Zhu, Haogang.(2024).Blockchain Bottleneck Analysis Based on Performance Metrics Causality.ELECTRONICS,13(21),15.
MLA	Song, Weihu,et al."Blockchain Bottleneck Analysis Based on Performance Metrics Causality".ELECTRONICS 13.21(2024):15.