Efficient Task Allocation for Cloud Using Bat Algorithm

Anant Kumar Jayswal
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引用次数: 3

Abstract

Cloud computing is the shared pool of heterogeneous computing, storage, and network resources across the globe. The resources are allocated to cloud users using a service level agreement. The resources are accessed by the end-users based on pricing models. In such scenario placement and management of resources over cloud datacenters is a critical issue. Task allocation in cloud places an important role in the performance of cloud and manage utilization of resource and performance of tasks. There exist various static and dynamic algorithm to solve this issue. In this work a Bat Algorithm inspired task allocation algorithm for cloud infrastructure is proposed to improve the performance of cloud in term of execution time and start time as compared to existing algorithms.
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基于Bat算法的高效云任务分配
云计算是全球异构计算、存储和网络资源的共享池。资源通过服务水平协议分配给云用户。最终用户根据定价模型访问资源。在这种情况下,云数据中心上资源的放置和管理是一个关键问题。云中的任务分配对云的性能和管理资源的利用以及任务的性能起着重要的作用。目前已有各种静态和动态算法来解决这一问题。本文提出了一种基于Bat算法的云基础设施任务分配算法,与现有算法相比,在执行时间和启动时间方面提高了云的性能。
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