MATHEMATICAL MODEL OF RESOURCE DISTRIBUTION OF THE COMPUTING CLUSTER OF CLOUD DATA CENTERS
The subject of the study is the distribution and load balancing systems of computing clusters of cloud data centers (data centers) containing a variety of servers, data storage systems, I/O system interconnected by a communication network. The solution of the problem of efficient allocation of data...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | Russian |
| Published: |
North-Caucasus Federal University
2022-08-01
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| Series: | Современная наука и инновации |
| Subjects: | |
| Online Access: | https://msi.elpub.ru/jour/article/view/468 |
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| Summary: | The subject of the study is the distribution and load balancing systems of computing clusters of cloud data centers (data centers) containing a variety of servers, data storage systems, I/O system interconnected by a communication network. The solution of the problem of efficient allocation of data center resources is based on an approach based on a heuristic greedy algorithm with a limited search procedure and restrictions on the resources of its hardware and software complex. The importance of sorting is noted, by determining the maximum possible number of servers and virtual machines for which distribution is assigned. The depth of such a search provides the necessary balance between the quality of service and the distribution time. Therefore, the solution of the problem of distribution and load balancing is considered in the form of the following stages: optimal distribution of software applications across virtual machines, distribution of virtual machines across the servers of a data center cluster, and the construction of an algo scheme. |
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| ISSN: | 2307-910X |