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vol 67 / November, 2024
Article

DOI 10.17586/0021-3454-2024-67-8-647-656

UDC 004.942

EXPERIMENTAL STUDY OF CLUSTER PERFORMANCE WITH CONTAINER VIRTUALIZATION

. Phung Van Quy
ITMO University, Saint Petersburg, 197101, Russian Federation; PhD Student


V. A. Bogatyrev
ITMO University, Saint Petersburg, 197101, Russian federation; Saint Petersburg State University of Aerospace Instrumentation, Saint Petersburg, 190000, Russian Federation; Professor; Professor

Reference for citation: Quy Phung Van, Bogatyrev V. A. Experimental study of cluster performance with container virtualization. Journal of Instrument Engineering. 2024. Vol. 67, N 8. P. 647–656 (in Russian). DOI: 10.17586/0021-3454-2024-67-8647-656.

Abstract. The intensity of query servicing during automatic division of computer system resources between active, i.e. currently used, containers is investigated experimentally. At the first stage of experiments, the formation and deployment of a service (web server) on a cluster is performed. At the second stage, a test program is launched with the results saved in a log file. Algorithms for conducting experiments at the first and second stages are proposed. The experiments are conducted in a laboratory environment of Proxmox cloud virtualization and Kubernetes cluster management tools. A program in the Python programming language is developed to automate the deployment and update of the service configuration on the Kubernetes cluster. The program uses the SCP and PARAMIKO libraries for remote deployment and update of the service. The influence of the distribution of limited system resource capabilities between active and deployed containers in the system (virtual machine) on the intensity of request servicing was revealed. The obtained results can be used in the development of an analytical model for servicing a system with container virtualization, including virtual cluster systems.
Keywords: cluster, Kubernetes, servicing intensity, Docker, container, virtualization, virtual machine

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