v-Bundle: Flexible Group Resource Offerings in Clouds

Liting Hu, K. D. Ryu, D. D. Silva, K. Schwan
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引用次数: 13

Abstract

Traditional Infrastructure-as-a-Service offerings provide customers with large numbers of fixed-size virtual machine (VM) instances with resource allocations that are designed to meet application demands. With application demands varying over time, cloud providers gain efficiencies through resource consolidation and over-commitment. For cloud customers, however, this leads to inefficient use of the cloud resources they have purchased. To address cloud customers' dynamic application requirements, we present a new cloud resource offering, called v-Bundle, which makes flexible the exchange of resource capacity among multiple VM instances belonging to the same customer. Specifically targeting network resources, for each customer application, we first use DHT-based techniques to achieve an initial VM placement that minimizes its use of the data center network's bi-section bandwidth. When VMs' networking requirements change, the customer can then use v-Bundle to trade the networking resources allocated to her application. v-Bundle maintains information about network resources with any-cast tree-based methods implemented as extensions of the Pastry pub-sub core. Experimental evaluations show that the approach can scale well to thousands of hosts and VMs, and that v-Bundle can provide customers with better bandwidth utilization and improved application quality of service through borrowing extra bandwidth when needed, at no additional cost in terms of the total resources allocated to the customer.
v-Bundle:云中的灵活组资源产品
传统的基础设施即服务产品为客户提供大量固定大小的虚拟机(VM)实例,其资源分配旨在满足应用程序需求。由于应用程序需求随时间变化,云提供商可以通过资源整合和过度承诺来提高效率。然而,对于云客户来说,这会导致他们购买的云资源使用效率低下。为了满足云客户的动态应用程序需求,我们提供了一种新的云资源产品,称为v-Bundle,它可以在属于同一客户的多个VM实例之间灵活地交换资源容量。特别是针对网络资源,对于每个客户应用程序,我们首先使用基于dht的技术来实现初始VM放置,以最大限度地减少其对数据中心网络双段带宽的使用。当vm的网络需求发生变化时,客户可以使用v-Bundle来交易分配给其应用程序的网络资源。v-Bundle使用基于任意转换树的方法维护有关网络资源的信息,这些方法实现为Pastry pub-sub核心的扩展。实验评估表明,该方法可以很好地扩展到数千台主机和虚拟机,并且v-Bundle可以通过在需要时借用额外的带宽为客户提供更好的带宽利用率和改进的应用程序服务质量,而不会增加分配给客户的总资源的成本。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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