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Volume 40 Issue 9
Aug.  2018
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DU Yang, DONG Binhong, WANG Xianjun, DANG Guanbin, GAO Pengyu. Multiuser Detection Scheme for SCMA Systems Based on Serial Strategy[J]. Journal of Electronics & Information Technology, 2016, 38(8): 1888-1893. doi: 10.11999/JEIT151259
Citation: Shaojun ZHANG, Julong LAN, Yiming JIANG, Penghao SUN. Flow Characteristics Aware Dynamic Controller Assignment in Software-defined Networking[J]. Journal of Electronics & Information Technology, 2018, 40(9): 2050-2056. doi: 10.11999/JEIT171149

Flow Characteristics Aware Dynamic Controller Assignment in Software-defined Networking

doi: 10.11999/JEIT171149
Funds:  The National Natural Science Foundation of China (61521003, 61572519, 61502530), The National 863 Program of China (2015AA016102)
  • Received Date: 2017-12-06
  • Rev Recd Date: 2018-05-18
  • Available Online: 2018-07-12
  • Publish Date: 2018-09-01
  • In Software-Defined Networking (SDN) with distributed control plane, the switches are assigned to controllers using only the quantity distribution of flow requests as the basis of resource allocation. To address this issue, the control resource consumption of flow requests processing with different characteristics is analyzed taking the source and destination of flow as an example, from which a conclusion is drawn that the characteristics distribution of flow should be taken into account when allocating control resource. Then, a flow characteristics aware controller assignment model is designed, and a fast algorithm coping with the fluctuation of flow request is proposed. Simulation results show that when solving with the simulated annealing algorithm, the model can save 10%~20% of control resource compared with the load balancing model; with 10% of resource saving, the proposed algorithm outperforms the simulated annealing algorithm in execution speed and scalability.
  • KREUTZ D, RAMOS F M V, VERISSIMO P E, et al. Software-defined networking: A comprehensive survey[J]. Proceedings of the IEEE, 2015, 103(1): 14–76 doi: 10.1109/JPROC.2014.2371999
    KARAKUS M and DURRESI A. A survey: Control plane scalability issues and approaches in Software-Defined Networking (SDN)[J]. Computer Networks, 2017, 112: 279–293 doi: 10.1016/j.comnet.2016.11.017
    BERDE P, GEROLA M, HART J, et al. ONOS: towards an open, distributed SDN OS[C]. Hot Topics in Software Defined Networking (HotSDN), Chicago, USA, 2014: 1–6.
    LIAO Jianxin, SUN Haifeng, WANG Jingyu, et al. Density cluster based approach for controller placement problem in large-scale software defined networkings[J]. Computer Networks, 2017, 112: 24–35 doi: 10.1016/j.comnet.2016.10.014
    DIXIT A, HAO F, MUKHERJEE S, et al. Towards an elastic distributed SDN controller[J]. ACM SIGCOMM Computer Communication Review, 2013, 43(4): 7–12 doi: 10.1145/2534169.2491193
    JIMENEZ Y, CERVELLO-PASTOR C, and Garcia A J. On the controller placement for designing a distributed SDN control layer[C]. IFIP Networking Conference, Trondheim, Norway, 2014: 1–9.
    伊鹏, 刘邦舟, 王文博, 等. 一种考虑软件定义网络控制节点故障的控制器部署和交换机迁移方法[J]. 电子与信息学报, 2017, 39(8): 1972–1978 doi: 10.11999/JEIT161216

    YI Peng, LIU Bangzhou, WANG Wenbo, et al. Controller placement and switch immigration strategy for SDN controller failure[J]. Journal of Electronics&Information Technology, 2017, 39(8): 1972–1978 doi: 10.11999/JEIT161216
    BENSON T, AKELLA A, and MALTZ D. Network traffic characteristics of data centers in the wild[C]. ACM Internet Measurement Conference (IMC), Melbourne, Australia, 2010: 267–280.
    MCKEOWN N, ANDERSON T, BALAKRISHNAN H, et al. OpenFlow: Enabling innovation in campus networks[J]. ACM SIGCOMM Computer Communication Review, 2008, 38(2): 69–74 doi: 10.1145/1355734.1355746
    GAO Xiaofeng, KONG Linghe, LI Weichen, et al. Traffic load balancing schemes for devolved controllers in mega data centers[J]. IEEE Transactions on Parallel and Distributed Systems, 2017, 28(2): 572–585 doi: 10.1109/TPDS.2016.2579622
    WANG Tao, LIU Fangming, GUO Jian, et al. Dynamic SDN controller assignment in data center networks: Stable matching with transfers[C]. IEEE International Conference on Computer Communications (INFOCOM), San Francisco, USA, 2016: 1–9.
    WANG Tao, LIU Fangming, and XU Hong. An efficient online algorithm for dynamic SDN controller assignment in data center networks[J]. IEEE/ ACM Transactions on Networking, 2017, 25(5): 2788–2801 doi: 10.1109/TNET.2017.2711641
    SOLIMAN M, NANDY B, LAMBADARIS I, et al. Source routed forwarding with software defined control, considerations and implications[C]. International Conference on emerging Networking EXperiments & Technologies (CoNEXT), Nice, France, 2012: 43–44.
    LOIOLA E M, ABREU N M M D, BOAVENTURA-NETTO P O, et al. A survey for the quadratic assignment problem[J]. European Journal of Operational Research, 2007, 176(2): 657–690 doi: 10.1016/j.ejor.2005.09.032
    KIRKPATRICK S. Optimization by simulated annealing: quantitative studies[J]. Journal of Statistical Physics, 1984, 34(5): 975–986 doi: 10.1007/BF01009452
    HARDY G H, LITTLEWOOD J E, and PÓLYA G. Inequalities[M]. New York: Cambridge University Press, 1952: 261–262.
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