首页> 外文会议>ICA3PP 2011;International conference on algorithms and architectures for parallel processing >SLA-Based Resource Provisioning for Heterogeneous Workloads in a Virtualized Cloud Datacenter
【24h】

SLA-Based Resource Provisioning for Heterogeneous Workloads in a Virtualized Cloud Datacenter

机译:虚拟化云数据中心中基于SLA的异构工作资源配置

获取原文

摘要

Efficient provisioning of resources is a challenging problem in cloud computing environments due to its dynamic nature and the need for supporting heterogeneous applications with different performance requirements. Currently, cloud datacenter providers either do not offer any performance guarantee or prefer static VM allocation over dynamic, which lead to inefficient utilization of resources. Earlier solutions, concentrating on a single type of SLAs (Service Level Agreements) or resource usage patterns of applications, are not suitable for cloud computing environments. In this paper, we tackle the resource allocation problem within a datacenter that runs different type of application workloads, particularly non-interactive and transactional applications. We propose admission control and scheduling mechanism which not only maximizes the resource utilization and profit, but also ensures the SLA requirements of users. In our experimental study, the proposed mechanism has shown to provide substantial improvement over static server consolidation and reduces SLA Violations.
机译:由于资源的动态特性以及支持具有不同性能要求的异构应用程序的需求,在云计算环境中高效配置资源是一个具有挑战性的问题。当前,云数据中心提供商要么不提供任何性能保证,要么更喜欢静态VM分配而不是动态VM分配,这导致资源利用效率低下。集中于单一类型的SLA(服务水平协议)或应用程序的资源使用模式的早期解决方案不适用于云计算环境。在本文中,我们解决了运行不同类型的应用程序工作负载(尤其是非交互式和事务性应用程序)的数据中心内的资源分配问题。我们提出了准入控制和调度机制,该机制不仅可以最大程度地利用资源和利润,而且可以确保用户的SLA要求。在我们的实验研究中,提出的机制已显示出对静态服务器整合的实质性改进,并减少了违反SLA的情况。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号