Open source container orchestration for Industry 4.0-requirements and systematic feature analysis

被引:0
作者
Alamoush, Ahmad [1 ]
Eichelberger, Holger [1 ]
机构
[1] Univ Hildesheim, Software Syst Engn, Samelsonplatz 1, D-31141 Hildesheim, Lower Saxony, Germany
关键词
Container orchestrators; Industry; 4.0/IIoT; Systematic review; Requirements taxonomy; Feature analysis; Kubernetes;
D O I
10.1007/s10009-024-00767-w
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Container-based virtualization is a popular technique, e.g., to realize microservice architectures. Recently, containers became popular in Industry 4.0 / IIoT systems, which typically consist of hundreds of (edge) devices and machines. In such setups, efficient management of containers is essential as offered by container orchestrators like Kubernetes. However, currently no specific overviews discussing orchestrator capabilities for Industry 4.0 are available. In this paper, we analyze nine open source container orchestrators for their application in Industry 4.0 or IIoT settings as a basis for future research and development. We contribute a systematic literature review to identify 23 basic orchestration requirements. We complement this by insights from an intensive requirements collection in a research project on intelligent industrial production, as well as selected features from a published generic orchestrator analysis. From these 66 requirements, we derive a requirements/feature taxonomy, which we use to analyze the nine open source orchestrators including Kubernetes. We show that there is, e.g., still a lack of support regarding edge devices, IIoT protocols, security mechanisms, and specialized resources for artificial intelligence.
引用
收藏
页码:527 / 550
页数:24
相关论文
共 36 条
  • [31] Sauer C., 2021, IIP ECOSPHERE PLATFO, DOI [10.5281/zenodo.4485801, DOI 10.5281/ZENODO.4485801]
  • [32] Sauer C., 2020, CURRENT IND 40 PLATF, DOI [10.5281/zenodo.4485756, DOI 10.5281/ZENODO.4485756]
  • [33] Virtualization Techniques Compared: Performance, Resource, and Power Usage Overheads in Clouds
    Tesfatsion, Selome Kostentinos
    Klein, Cristian
    Tordsson, Johan
    [J]. PROCEEDINGS OF THE 2018 ACM/SPEC INTERNATIONAL CONFERENCE ON PERFORMANCE ENGINEERING (ICPE '18), 2018, : 145 - 156
  • [34] A Comprehensive Feature Comparison Study of Open-Source Container Orchestration Frameworks
    Truyen, Eddy
    Van Landuyt, Dimitri
    Preuveneers, Davy
    Lagaisse, Bert
    Joosen, Wouter
    [J]. APPLIED SCIENCES-BASEL, 2019, 9 (05):
  • [35] A Survey on Observability of Distributed Edge & Container-Based Microservices
    Usman, Muhammad
    Ferlin, Simone
    Brunstrom, Anna
    Taheri, Javid
    [J]. IEEE ACCESS, 2022, 10 : 86904 - 86919
  • [36] Zhou X, 2016, ASIA PAC SOFWR ENG, P153, DOI [10.1109/APSEC.2016.62, 10.1109/APSEC.2016.031]