Performance analysis of blockchain for civil aviation business data based on M/G/1 queuing theory

被引：0
|
作者：
Liu Y. [1 ]
Zhang Y. [1 ,2 ]
Yang R. [1 ,2 ]
Gao Y. [3 ]
Zhang X. [3 ]
机构：
[1] Faculty of Information Technology, Beijing University of Technology, Beijing
[2] Beijing Laboratory of Advanced Information Networks, Beijing University of Technology, Beijing
[3] Beijing Capital International Airport Co. Ltd, Beijing
来源：
High Technology Letters | 2021年 / 27卷 / 04期
基金：
中国国家自然科学基金;
关键词：
Blockchain; Ethereum; M/G/1 queuing theory; Priority; Proof of stake (PoS) consensus mechanism;
D O I：
10.3772/j.issn.1006-6748.2021.04.007
中图分类号：
学科分类号：
摘要：
An Ethereum blockchain based on proof of stake (PoS) consensus mechanism is used to achieve the data sharing within the civil aviation service platform for both airport group management and passengers. Considering the Gas consumption of Ethereum, the dynamic batch-service capacity constraint by the Block Gas Limit and the priority mechanism depending on the different Gas Price of transactions, M/G/1 queuing theory with batch-service is used to construct the service model of transactions confirmation process in the proposed blockchain system, where the effects of transactions arrival rate, block capacity, service rate and number of nodes on the average confirmation time of transactions with different priority are analyzed, and eventually a performance analysis model of blockchain for civil aviation business data is proposed. The simulation results prove the usability and accuracy of the model, which can provide both theoretical basis for data sharing of civil aviation using Ethereum blockchain and the further optimization of transactions confirmation time. Copyright © by HIGH TECHNOLOGY LETTERS PRESS.
引用
收藏
页码：388 / 396
页数：8
相关论文
共 50 条
  • [1] Performance analysis of blockchain for civil aviation business data based on M/G/1 queuing theory
    刘逸玮
    Zhang Yanhua
    Yang Ruizhe
    Gao Yuan
    Zhang Xuanyi
    High Technology Letters, 2021, 27 (04) : 388 - 396
  • [2] Sensitivity Analysis and Simulation of Performance for M/G/1/K Queuing Systems
    Yin, Liping
    Zhang, Hongyan
    Wang, Lihua
    Zhou, Li
    PROCEEDINGS OF THE 2015 CHINESE INTELLIGENT SYSTEMS CONFERENCE, VOL 1, 2016, 359 : 313 - 319
  • [3] Memory Estimation of Internet Server Using Queuing Theory: Comparative Study between M/G/1, G/M/1 & G/G/1 Queuing Model
    Singh, L. K.
    Srivastava, Riktesh
    PROCEEDINGS OF WORLD ACADEMY OF SCIENCE, ENGINEERING AND TECHNOLOGY, VOL 22, 2007, 22 : 391 - +
  • [4] A performance estimation model for AS/RS by M/G/1 queuing system
    Hur, S
    Lee, YH
    Lim, SY
    Lee, MH
    COMPUTERS & INDUSTRIAL ENGINEERING, 2004, 46 (02) : 233 - 241
  • [5] A MAXIMUM-ENTROPY ANALYSIS OF THE M/G/1 AND G/M/1 QUEUING-SYSTEMS AT EQUILIBRIUM
    ELAFFENDI, MA
    KOUVATSOS, DD
    ACTA INFORMATICA, 1983, 19 (04) : 339 - 355
  • [6] PERFORMANCE ANALYSIS OF M/G/1 QUEUING MODEL WITH TWO TYPES OF SERVICE, FEEDBACK, AND SERVER BREAKDOWN
    Rathnakumari, E.
    ADVANCES AND APPLICATIONS IN MATHEMATICAL SCIENCES, 2021, 21 (01): : 405 - 419
  • [7] EXTENDED BUSY PERIOD ANALYSIS OF M-G-1 AND G-M-M QUEUING SYSTEMS
    NILSSON, A
    ERICSSON TECHNICS, 1976, 32 (03): : 173 - 194
  • [8] Performance analysis of cloud centers using M/M/1 queuing model
    Liu, Xiaodong
    Liu, Xiaole
    Journal of Computational Information Systems, 2015, 11 (18): : 6783 - 6788
  • [9] A Study on alliance analysis in civil aviation industry based on fuzzy landscape theory
    Suganuma, S
    Chen, J
    Nakamori, Y
    AGENT-BASED SIMULATION: FROM MODELING METHODOLOGIES TO REAL-WORLD APPLICATIONS, 2005, 1 : 111 - 122
  • [10] PRP M/G/m Queuing Theory Spectrum Handoff Model Based on Classified Secondary Users
    Ma Bin
    Cheng Shuangguo
    Xie Xianzhong
    JOURNAL OF ELECTRONICS & INFORMATION TECHNOLOGY, 2018, 40 (08) : 1963 - 1970
12345