A heuristic survivable virtual network mapping algorithm

被引:0
|
作者
Xiangwei Zheng
Jie Tian
Xiancui Xiao
Xinchun Cui
Xiaomei Yu
机构
[1] Shandong Normal University,School of Information Science and Engineering
[2] Shandong Provincial Key Laboratory for Distributed Computer Software Novel Technology,School of Computer Science and Technology
[3] Qufu Normal University,undefined
来源
Soft Computing | 2019年 / 23卷
关键词
Heuristic algorithm; Network failure; Survivability; Load balance;
D O I
暂无
中图分类号
学科分类号
摘要
Network virtualization is a promising solution to attack Internet ossification. Virtual network mapping (or embedding) problem is the core of it and is proved to be NP-hard. In this paper, virtual network mapping problem with survivability is formulated and solved with a heuristic algorithm. Firstly, network link resources are divided into primary flow resources and secondary flow resources. The former are used under normal network operation, whereas the latter are used as backup resources once the networks fail. Secondly, we introduce a novel metric named global resource capacity (GRC) which is recently proposed for measuring node mapping capacity to improve network load balance. At last, a heuristic survivable virtual network embedding algorithm (GRC-SVNE) is proposed. In node mapping phase, we calculate the mapping capacity of all nodes and then some nodes are selected as candidate nodes for virtual network embedding and the goal is to improve mapping successful ratio. After that, link mapping is performed with Dijkstra algorithm. Simulation results show that GRC-SVNE outperforms the traditional greedy algorithm (GREEDY), randomized algorithm (R-ViNE) as well as deterministic algorithm (D-ViNE) and demonstrates desirable results in terms of acceptance ratio, network load balance and network revenue.
引用
收藏
页码:1453 / 1463
页数:10
相关论文
共 50 条
  • [41] Virtual Network Embedding Algorithm for Load Balance with Various Requests
    Wang Li
    Qu Hua
    Zhao Jihong
    CHINESE JOURNAL OF ELECTRONICS, 2014, 23 (02) : 382 - 387
  • [42] Virtual Network Embedding Algorithm for Load Balance with Various Requests
    WANG Li
    QU Hua
    ZHAO Jihong
    Chinese Journal of Electronics, 2014, 23 (02) : 382 - 387
  • [43] A genetic algorithm for solving virtual topology reconfiguration problem in survivable WDM networks with reconfiguration constraint
    Din, Der-Rong
    Chiu, Yu-Sheng
    COMPUTER COMMUNICATIONS, 2008, 31 (10) : 2520 - 2533
  • [44] Survivable virtual topology mapping in IP-over-WDM networks using differential evolution optimization
    Fernando Lezama
    Gerardo Castañón
    Ana Maria Sarmiento
    Franco Callegati
    Walter Cerroni
    Photonic Network Communications, 2014, 28 : 306 - 319
  • [45] Survivable virtual topology mapping in IP-over-WDM networks using differential evolution optimization
    Lezama, Fernando
    Castanon, Gerardo
    Maria Sarmiento, Ana
    Callegati, Franco
    Cerroni, Walter
    PHOTONIC NETWORK COMMUNICATIONS, 2014, 28 (03) : 306 - 319
  • [46] Survivable Virtual Topology Mapping in IP-Over-WDM Networks Using Differential Evolution Optimization
    Lezama, Fernando
    Castanon, Gerardo
    Maria Sarmiento, Ana
    2013 15TH INTERNATIONAL CONFERENCE ON TRANSPARENT OPTICAL NETWORKS (ICTON 2013), 2013,
  • [47] AN ENERGY SAVING HEURISTIC ALGORITHM BA SED ON CONSOLIDATION OF VIRTUAL MACHINES
    Zuo, Xiao-Dong
    Jia, Hao-Miao
    PROCEEDINGS OF 2013 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS (ICMLC), VOLS 1-4, 2013, : 1578 - 1583
  • [48] Heuristic pcycle selection design in survivable WDM mesh networks
    Lo, Kungmeng
    Habibi, Daryoush
    Rassan, Alexander
    Phung, Quoc V.
    Nguyen, Hoang N.
    ICON: 2006 IEEE INTERNATIONAL CONFERENCE ON NETWORKS, VOLS 1 AND 2, PROCEEDINGS: NETWORKING -CHALLENGES AND FRONTIERS, 2006, : 268 - +
  • [49] Survivable Virtual Topology Reconfiguration Problem on WDM Networks with Reconfiguration Constraint
    Din, Der-Rong
    Chiu, Yu-Sheng
    2009 IEEE INTERNATIONAL SYMPOSIUM ON PARALLEL AND DISTRIBUTED PROCESSING WITH APPLICATIONS, PROCEEDINGS, 2009, : 211 - 218
  • [50] A branch-and-cut algorithm for two-level survivable network design problems
    Rodriguez-Martin, Inmaculada
    Salazar-Gonzalez, Juan-Jose
    Yaman, Hande
    COMPUTERS & OPERATIONS RESEARCH, 2016, 67 : 102 - 112