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
相关论文
共 50 条
  • [1] Network-aware virtual data center resource orchestration in an optical data center
    Yi, Pan
    Ramamurthy, Byrav
    2017 INTERNATIONAL CONFERENCE ON COMPUTING, NETWORKING AND COMMUNICATIONS (ICNC), 2016, : 313 - 317
  • [2] Network-Aware Re-Scheduling: Towards Improving Network Performance of Virtual Machines in a Data Center
    Luo, Gangyi
    Qian, Zhuzhong
    Dong, Mianxiong
    Ota, Kaoru
    Lu, Sanglu
    ALGORITHMS AND ARCHITECTURES FOR PARALLEL PROCESSING, ICA3PP 2014, PT I, 2014, 8630 : 255 - 269
  • [3] Network-aware embedding of virtual machine clusters onto federated cloud infrastructure
    Aral, Atakan
    Ovatman, Tolga
    JOURNAL OF SYSTEMS AND SOFTWARE, 2016, 120 : 89 - 104
  • [4] Risk-aware Virtual Network Embedding in Optical Data Center Networks
    Hou, Weigang
    Guo, Lei
    Yu, Cunqian
    Zong, Yue
    2016 21ST OPTOELECTRONICS AND COMMUNICATIONS CONFERENCE (OECC) HELD JOINTLY WITH 2016 INTERNATIONAL CONFERENCE ON PHOTONICS IN SWITCHING (PS), 2016,
  • [5] Network-Aware Virtual Machine Allocation for Cloud Data Centers
    Ji, Xin
    Yang, Jun-Wei
    Hu, Qiang-Xin
    PROCEEDINGS OF THE 2017 INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND APPLICATIONS (WCNA2017), 2017, : 105 - 109
  • [6] Optimal virtual network embedding: Energy aware formulation
    Melo, Marcio
    Sargento, Susana
    Killat, Ulrich
    Timm-Giel, Andreas
    Carapinha, Jorge
    COMPUTER NETWORKS, 2015, 91 : 184 - 195
  • [7] Energy-Aware Virtual Data Center Embedding
    Ma, Xiao
    Zhang, Zhongbao
    Su, Sen
    JOURNAL OF INFORMATION PROCESSING SYSTEMS, 2020, 16 (02): : 460 - 477
  • [8] Reliability-aware Virtual Data Center Embedding
    Zuo, Cheng
    Yu, Hongfang
    Anand, Vishal
    2014 6TH INTERNATIONAL WORKSHOP ON RELIABLE NETWORKS DESIGN AND MODELING (RNDM), 2014, : 151 - 157
  • [9] Network-aware Service Function Chaining Placement in a Data Center
    Hsieh, Cheng-Husan
    Chang, Je-Wei
    Chen, Chien
    Lug, Ssu-Hsuan
    2016 18TH ASIA-PACIFIC NETWORK OPERATIONS AND MANAGEMENT SYMPOSIUM (APNOMS), 2016,
  • [10] Network-Aware Virtual Machine Placement in Cloud Data Centers: An Overview
    Harndi, Khaoula
    Kefi, Meriarn
    2016 INTERNATIONAL CONFERENCE ON INDUSTRIAL INFORMATICS AND COMPUTER SYSTEMS (CIICS), 2016,