An integrated resource allocation scheme for multi-tenant data-center

G. Mohan, Tho Ngoc Le, D. Divakaran
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引用次数: 9

Abstract

The success of multi-tenant data-centers depends on the ability to provide performance guarantees in terms of the resources provisioned to the tenants. As bandwidth is shared in a best-effort way in today's data-centers, traffic generated between a set of VMs affect the traffic between another set of VMs sharing the same physical links. This paper proposes an integrated resource allocation scheme that considers not only server-resources, but also network-resource, to decide the mapping of VMs onto servers. We present a three-phase mechanism that finds the right set of servers for the requested VMs, with an aim of reducing the bandwidth on shared links. This mechanism provisions the required bandwidth for the tenants, besides increasing the number of tenants that can cohabit in a data-center. We demonstrate, using simulations, that the proposed scheme accommodates 10%-23% more requests in comparison to a load-balancing allocator that does not consider bandwidth requirements of VMs.
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多租户数据中心一体化资源分配方案
多租户数据中心的成功取决于向租户提供资源方面提供性能保证的能力。由于在当今的数据中心中,带宽是以最佳方式共享的,因此一组虚拟机之间产生的流量会影响共享相同物理链路的另一组虚拟机之间的流量。本文提出了一种综合考虑服务器资源和网络资源的资源分配方案,以确定虚拟机到服务器的映射。我们提出了一种三阶段机制,为请求的vm找到正确的服务器集,目的是减少共享链路上的带宽。这种机制为租户提供了所需的带宽,并增加了可以在数据中心中共存的租户的数量。我们通过模拟证明,与不考虑虚拟机带宽需求的负载平衡分配器相比,所提出的方案可容纳10%-23%的请求。
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