Shui-qing GONG, Jing CHEN, Qiao-yan KANG, Qing-wei MENG, Qing-chao ZHU, Si-yi ZHAO
Software-defined networking (SDN) enables the network virtualization through SDN hypervisors to share the underlying physical SDN network among multiple logically isolated virtual SDN networks (vSDNs), each with its own controller. The vSDN embedding, which refers to mapping a number of vSDNs to the same substrate SDN network, is a key problem in the SDN virtualization environment. However, due to the distinctions of the SDN, such as the logically centralized controller and different virtualization technologies, most of the existing embedding algorithms cannot be applied directly to SDN virtualization. In this paper, we consider controller placement and virtual network embedding as a joint vSDN embedding problem, and formulate it into an integer linear programming with objectives of minimizing the embedding cost and the controller-to-switch delay for each vSDN. Moreover, we propose a novel online vSDN embedding algorithm called CO-vSDNE, which consists of a node mapping stage and a link mapping stage. In the node mapping stage, CO-vSDNE maps the controller and the virtual nodes to the substrate nodes on the basis of the controller-to-switch delay and takes into account the subsequent link mapping at the same time. In the link mapping stage, CO-vSDNE adopts the k-shortest path algorithm to map the virtual links. The evaluation results with simulation and Mininet emulation show that the proposed CO-vSDNE not only significantly increases the long-term revenue to the cost ratio and acceptance ratio while guaranteeing low average and maximum controller-to-switch delay, but also achieves good vSDN performance in terms of end-to-end delay and throughput.
Software-defined networking (SDN) / Network virtualization / Controller placement / Virtual network embedding / Coordination
[1] |
Andersen, D.G., 2002. Theoretical Approaches to Node Assignment. Available from http://www.cs.cmu.edu/~dga/papers/andersen-assign.ps [Accessed on <Date>Sept. 20, 2010</Date>].
|
[2] |
Blenk, A., Basta, A., Reisslein, M.,
|
[3] |
Bozakov, Z., Papadimitriou, P., 2012. AutoSlice: automated and scalable slicing for software-defined networks. Proc. ACM CoNEXT Student Workshop, p.3–4. http://dx.doi.org/10.1145/2413247.2413251
|
[4] |
Cheng, X., Su, S., Zhang, Z.,
|
[5] |
Corin, R.D., Gerola, M., Riggio, R.,
|
[6] |
Demirci, M., Ammar, M., 2014. Design and analysis of techniques for mapping virtual networks to software-defined network substrates. Comput. Commun., 45:1–10. http://dx.doi.org/10.1016/j.comcom.2014.03.008
|
[7] |
Di, H., Anand, V., Yu, H.F., 2014. Design of reliable virtual infrastructure with resource sharing. Comput. Netw., 62:137–151. http://dx.doi.org/10.1016/j.bjp.2013.09.022
|
[8] |
Ding, J., Huang, T., Liu, J.,
|
[9] |
Drutskoy, D., Keller, E., Rexford, J., 2013. Scalable network virtualization in software-defined networks. IEEE Internet Comput., 17(2):20–27. http://dx.doi.org/ 10.1109/MIC.2012.144
|
[10] |
Eppstein, D., 1998. Finding the k shortest paths. SIAM J. Comput., 28(2):652–673. http://dx.doi.org/10.1137/S0097539795290477
|
[11] |
Fischer, A., Botero, J.F., Till Beck, M.,
|
[12] |
Heller, B., Sherwood, R., McKeown, N., 2012. The controller placement problem. ACM SIGCOMM Comput. Commun. Rev., 42(4):473–478. http://dx.doi.org/10.1145/2377677.2377767
|
[13] |
Hu, Y., Wang, W., Gong, X.,
|
[14] |
Khan, A., Zugenmaier, A., Jurca, D.,
|
[15] |
Koponen, T., Amidon, K., Balland, P.,
|
[16] |
Lantz, B., Heller, B., McKeown, N., 2010. A network in a laptop: rapid prototyping for software-defined networks. Proc. 9th ACM SIGCOMM Workshop on Hot Topics in Networks, p.19:1–19:6. http://dx.doi.org/10.1145/1868447.1868466
|
[17] |
Li, X.L., Wang, H.M., Guo, C.G.,
|
[18] |
Li, X.L., Wang, H.M., Ding, B.,
|
[19] |
Liu, S.H., Cai, Z.P., Xu, H.,
|
[20] |
McKeown, N., Anderson, T., Balakrishnan, H.,
|
[21] |
Mijumbi, R., Serrat, J., Rubio-Loyola, J.,
|
[22] |
Salvadori, E., Corin, R.D., Broglio, A.,
|
[23] |
Schrijver, A., 1998. Theory of Linear and Integer Programming. Wiley, New York, USA.
|
[24] |
Sherwood, R., Gibb, G., Yap, K.K.,
|
[25] |
Su, S., Zhang, Z.B., Liu, A.X.,
|
[26] |
Wang, A.J., Iyer, M., Dutta, R.,
|
[27] |
Wang, Z.M., Wu, J.X., Wang, Y.,
|
[28] |
Zegura, E.W., Calvert, K.L., Bhattacharjee, S., 1996. How to model an internetwork. 15th Annual Joint Conf. of the IEEE Computer and Communications Societies, p.594–602. http://dx.doi.org/10.1109/INFCOM.1996.493353
|
[29] |
Zhou, B., Gao, W., Zhao, S.,
|
/
〈 | 〉 |