Container cloud resource distribution method based on stable matching

Abstract

The invention discloses a container cloud resource distribution method based on stable matching; the traditional stable marriage matching algorithm is improved into a multi-to-one stable matching algorithm; and a common similarity algorithm in machine learning is used as a preference rule of the stable matching algorithm to generate a preference list so as to realize the load balance of a container cloud environment and reduce the energy consumption of a data center. The container cloud resource distribution method based on stable matching belongs to a centralized scheduling algorithm, whereinthe resource utilization rate of the four kinds of virtual machines of each cloud computing node needs to be balanced in a resource allocation process and is matched with a to-be-distributed task, sothat the energy consumption of the overall system can be influenced. The invention provides an optimization algorithm of deploying the allocation of a task-level container to a system-level virtual machine in a cloud computing system in a container virtualization technology, and the resource utilization rate is improved at the level of a server and the virtual machines, so that the problem of energy consumption optimization in the container cloud environment is solved.

Description

technical field [0001] The invention relates to a containerized cloud resource allocation method based on stable matching, in particular to a resource allocation method based on overall system energy consumption optimization under container virtualization technology, and belongs to the technical field of cloud computing virtual resource allocation. Background technique [0002] In recent years, container virtualization technology has gradually been widely used. Similar to traditional virtual machine technology (Virtual Machine), containerization technology provides an isolated virtual environment, and at the same time improves resource utilization due to their low overhead and light weight. efficiency. Furthermore, because containers share the host operating system kernel, their configuration issues are fundamentally primarily a software management issue. Container technology is considered to be the next important direction for the development of cloud computing, but most o...

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Problems solved by technology

[0003] With the development of virtual technology, operating system-level virtualized containers have become the mainstream of virtual resource deployment in cloud computing, and container-as-a-service has become more and more popular and has become the main deployment model in cloud computing environments. The technology has not yet been fully researched. There are a large number of containers in the containerized cloud environment. How to quickly and efficiently deploy many containers to suitable virtual machines to achieve the purpose of reducing data center energy consumption has become an urgent problem to be solved.

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