一种基于图着色算法的云资源调度技术

Suman De
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引用次数: 5

摘要

云计算已经重新定义了应用程序开发和软件交付的工业方面,它具有创建web应用程序和移动应用程序的强大基础。随着使用付费和基于订阅的建模等概念的引入,技术组织对于创建特定服务的观念发生了重大转变。资源的分布式特性使得客户端更容易关注业务方面,而不是基础设施和集成场景的维护。在资源之间可能存在冲突的大型设置中,必须有一个层次结构,以提供优化的进程执行时间,并确保进程中涉及的资源的等待时间最少。本文提出利用图论和图着色的概念来更好地调度资源,同时减少对任务的依赖,以确保资源之间的冲突较少。本文还探讨了一个场景,该场景有助于理解图形着色技术的使用,以便更好地处理云供应商提供的云设置中相关进程的依赖性。
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An efficient technique of resource scheduling in cloud using graph coloring algorithm

Cloud Computing has redefined the industrial side of application development and the delivery of software that has a strong base with the creation of both web apps and mobile apps. There is a significant shift in the mindset of technology organizations about the creation of specified services with the introduction of concepts like pay-for-use and subscription-based modeling. The distributed nature of resources makes it easier on the client-side to focus on the business aspects more than the maintenance of infrastructure and integrations scenarios. In a huge setup with a possibility of conflict among resources, it is essential to have a hierarchy that provides optimized execution time of processes and also ensures minimal waiting time of the resources involved in the processes. This paper proposes the use of Graph theory and the concepts of Graph coloring to schedule resources better and, at the same time, have lesser depended on tasks to ensure lesser conflicts among the resources. This paper also explores a scenario that helps understand the use of graph coloring techniques to handle better the dependency of involved processes in a cloud setup provided by the cloud vendors.

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