基于蚁群框架的云计算节能资源分配
Power Efficient Resource Allocation for Clouds Using Ant Colony Framework
摘要：
云计算是快速发展的技术之一。它为托管在其上的应用程序提供所需的可扩展资源。随着基于云的服务变得更加动态，资源配置变得更具挑战性。本文考虑了QoS约束的资源分配问题，在给定的SLA性能要求下，客户愿意将其应用程序托管在供应商的云上，如吞吐量和响应时间。由于托管应用程序的数据中心消耗大量能源并导致巨大的运营成本，因此降低能耗和运营成本的解决方案越来越重要。在这项工作中，我们提出了一个能源效率的机制，分配云资源的应用程序，而不违反给定的服务水平协议（SLA）使用蚁群框架。
英文摘要：
Cloud computing is one of the rapidly improving technologies. It provides scalable resources needed for the ap- plications hosted on it. As cloud-based services become more dynamic, resource provisioning becomes more challenging. The QoS constrained resource allocation problem is considered in this paper, in which customers are willing to host their applications on the provider's cloud with a given SLA requirements for performance such as throughput and response time. Since, the data centers hosting the applications consume huge amounts of energy and cause huge operational costs, solutions that reduce energy consumption as well as operational costs are gaining importance. In this work, we propose an energy efficient mechanism that allocates the cloud resources to the applications without violating the given service level agreements(SLA) using Ant colony framework.
机构、总结、中文摘要均由AI分析而来，可能存在错误，请以论文正文为准。
