Optimal network-aware virtual data center embedding

被引:0
作者
Hbaieb, Ameni [1 ]
Khemakhem, Mahdi [2 ,3 ,4 ]
机构
[1] Univ Sfax, Natl Engn Sch Sfax, ReDCAD Lab, Sfax, Tunisia
[2] Prince Sattam Bin Abdulaziz Univ, Coll Comp Engn & Sci, Dept Comp Sci, AlKharj 11942, Saudi Arabia
[3] Univ Sfax, Fac Sci Sfax, Data Engn & Semant Res Unit, Sfax, Tunisia
[4] Univ Sfax, Coll Elect & Telecommun Engn Sfax, Dept Math & Business Intelligence, Sfax, Tunisia
关键词
binary linear programming; cloud computing; network virtualization; optimization; resource management; virtual data center embedding; ENERGY-CONSERVATION;
D O I
10.1002/nem.2223
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
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.
引用
收藏
页数:17
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