最佳的网络感知虚拟数据中心嵌入

IF 1.5 4区 计算机科学 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS International Journal of Network Management Pub Date : 2023-01-19 DOI:10.1002/nem.2223
Ameni Hbaieb, Mahdi Khemakhem
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引用次数: 0

摘要

近年来,由于对数据中心资源高效分配方式的需求日益增长,虚拟数据中心嵌入(VDCE)问题引起了人们的广泛关注。通过确保一组来自其客户的虚拟数据中心(VDC)集成请求,基础设施提供商的主要关注点之一是数据中心资源的利用率和收益的最大化。但是,现有的VDCE解决方案主要侧重于在单个物理数据中心中整合虚拟机。因此,在这项工作中,我们通过考虑网络设备和结构(例如,交换机和路径/链路)来改进仅考虑虚拟机集成的合并目标技术。我们考虑了新的未释放的约束,例如同一请求的多个虚拟节点共定位,以及映射虚拟链路时的中间节点要求。为了解决上述问题,在本文中,我们提出了一个基于二元线性规划的模型,称为BLP - VDCE,以解决具有网络感知的VDCE问题。该模型保证了虚拟节点和虚拟链路的同时整合嵌入。大量的仿真表明,求解BLP - VDCE模型可以有效地嵌入VDC请求,并且具有较高的物理资源利用率。
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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Optimal network-aware virtual data center embedding

Recently, the virtual data center embedding (VDCE) problem has drawn significant attention because of a growing need for efficient means of data center resource allocation. By ensuring a set of virtual data center (VDC) integration requests coming from his customers, among the main concern of an infrastructure provider is the maximization of the utilization rate of data center resources and benefits. However, existing VDCE solutions mostly focus on consolidating virtual machines in a single physical data center. Therefore, in this work, we improve the consolidated targets techniques, that consider only the virtual machines integration, by the consideration of network devices and fabrics (e.g., switches and paths/links). We consider new unreleased constraints such as multiple virtual nodes of the same request co-location, and intermediate node requirements when a virtual link is mapped. To address the above problem, in this paper, we propose a binary linear programming-based model, called BLP-VDCE, to solve the VDCE problem with network-aware consideration. This model ensures a simultaneous consolidated embedding of virtual nodes and virtual links. Extensive simulations show that solving the proposed BLP-VDCE model can efficiently embed VDC requests with a high physical resource utilization rate.

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来源期刊
International Journal of Network Management
International Journal of Network Management COMPUTER SCIENCE, INFORMATION SYSTEMS-TELECOMMUNICATIONS
CiteScore
5.10
自引率
6.70%
发文量
25
审稿时长
>12 weeks
期刊介绍: Modern computer networks and communication systems are increasing in size, scope, and heterogeneity. The promise of a single end-to-end technology has not been realized and likely never will occur. The decreasing cost of bandwidth is increasing the possible applications of computer networks and communication systems to entirely new domains. Problems in integrating heterogeneous wired and wireless technologies, ensuring security and quality of service, and reliably operating large-scale systems including the inclusion of cloud computing have all emerged as important topics. The one constant is the need for network management. Challenges in network management have never been greater than they are today. The International Journal of Network Management is the forum for researchers, developers, and practitioners in network management to present their work to an international audience. The journal is dedicated to the dissemination of information, which will enable improved management, operation, and maintenance of computer networks and communication systems. The journal is peer reviewed and publishes original papers (both theoretical and experimental) by leading researchers, practitioners, and consultants from universities, research laboratories, and companies around the world. Issues with thematic or guest-edited special topics typically occur several times per year. Topic areas for the journal are largely defined by the taxonomy for network and service management developed by IFIP WG6.6, together with IEEE-CNOM, the IRTF-NMRG and the Emanics Network of Excellence.
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