降低云数据中心中基于最小迁移的虚拟机管理的网络成本

Kuan-Wei Li, Po-Han Huang, Charles H.-P. Wen
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引用次数: 0

摘要

如今,云服务提供商(csp)在托管不同类型应用程序的云数据中心中提供灵活的架构和可靠的互联网附件。为了实现更高的资源利用率和更好的服务质量,虚拟化被广泛应用,并通过虚拟机(vm)实现。然而,大多数研究都集中在虚拟机的利用率和能源管理上,尚未考虑新兴互联网应用的成本。因此,为了进一步降低网络成本,我们在常见的基于最小迁移(MM)的虚拟机管理(un -MM和OND-MM)的基础上,提出了利用和网络驱动(UND)和仅网络驱动(OND)策略。根据仿真结果,un -MM和OND-MM策略都能有效地将网络成本平均降低7%和37%,同时在正常负载和过载的数据中心中保持相当的CPU和内存资源利用率。而OND-MM更简单,性能优于un - mm,更适合云数据中心的虚拟机管理。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Reducing network cost of minimal-migration based VM management in cloud datacenters
Nowadays, Cloud Service Providers (CSPs) provide flexible architectures and reliable internet accessories in cloud datacenters, where different types of applications are hosted. In order to achieve higher resource utilization and better quality of service, virtualization is widely used and implemented with virtual machines (VMs). However, most studies focus on VM management for utilization and energy, not yet considering the cost for emerging internet applications. Therefore, to further reduce network cost, we propose utilization-and-network-driven (UND) and only-network-driven (OND) strategies on top of the common minimal-migration (MM) based VM management as UND-MM and OND-MM. According to simulation results, both UND-MM and OND-MM strategies effectively reduce network cost by averagely 7% and 37%, respectively, of the original MM while retaining comparable resource utilization in CPU and memory for normally-loaded and overloaded datacenters. Moreover, the OND-MM, which is simpler, outperforms the UND-MM, and thus becomes more preferable for VM management in cloud datacenters.
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