Research On Dynamic Allocation And Optimization Of Mixed Resources In Cloud Date Center

With the maturity of cloud computing technology,the traditional IT industry is gradually shifting to the cloud,which brings new challenges to cloud computing technology.At the same time,cloud data center is the combination of cloud computing and traditional data center,and is the main carrier of cloud computing technology.In the business model of cloud computing,various cloud service providers build data centers to provide different levels of services for users.Due to the emergence of a series of new software development technologies,the traditional level of cloud services is difficult to meet the needs of software development enterprises,and new service levels emerge.Container-as-service has become the focus of cloud data center.As the resource allocation of cloud computing has a long history,it has been one of the hot issues in cloud computing research.Similarly,there is also a problem of resource allocation in container services of cloud data centers.At present,there are still a lot of challenges in this area.Therefore,this paper makes a series of research on resource allocation based on the container service of cloud data center.The purpose of the research is to build a resource management mode according to the existing container service structure of cloud data center,to achieve efficient utilization of cloud data center resources and to increase revenue for cloud computing service providers.This article mainly carries on the research from the following three aspects,the concrete research content is as follows:Firstly,the management mode of container service resource in cloud data center is established.Container service resource management determines the effect of resource use.This paper constructs a complete container service resource management process from the perspective of cloud data center resource providers.Secondly,the resource allocation in container service resource management is studied.Container service resource allocation is the core of cloud data center resource management,and it is also the main research issue in this paper.In this paper,the container service resource management problem is divided into two parts,and the dynamic allocation of service resources and the placement of service instances are modeled systematically.On this basis,the detailed optimization methods of service instance resource allocation and service instance placement are proposed.Finally,the model proposed in this paper is analyzed experimentally.Through a large number of experiments to verify the effectiveness of the solution to the dynamic allocation of container service resources and the placement of service instances,it can improve the revenue of cloud data center providers and make full and reasonable use of cloud data center resources,further alleviating the resource allocation problem of container services.