Title :
A dormant multi-controller model for software defined networking
Author :
Fu Yonghong ; Bi Jun ; Wu Jianping ; Chen Ze ; Wang Ke ; Luo Min
Author_Institution :
Inst. for Network Sci. & Cyberspace, Tsinghua Univ., Beijing, China
Abstract :
In order to improve the scalability and reliability of Software Defined Networking (SDN), many studies use multiple controllers to constitute logically centralized control plane to provide load balancing and fail over. In this paper, we develop a flexible dormant multi-controller model based on the centralized multi-controller architecture. The dormant multi-controller model allows part of controllers to enter the dormant state under light traffic condition for saving system cost. Meanwhile, through queueing analysis, various performance measures of the system can be obtained. Moreover, we analyze the real traffic of China Education Network and use the results as the parameters of computer simulation and verify the effects of parameters on the system characteristics. Finally, a total expected cost function is established, and genetic algorithm is employed to find the optimal values of various parameters to minimize system cost for the deployment decision making.
Keywords :
decision making; genetic algorithms; queueing theory; resource allocation; software radio; telecommunication control; telecommunication network reliability; telecommunication traffic; China education network; SDN; centralized multicontroller architecture; computer simulation; cost function; decision making; dormant state; flexible dormant multicontroller model; genetic algorithm; light traffic condition; load balancing; logically centralized control plane; queueing analysis; real traffic; reliability; saving system cost; scalability; software defined networking; Computer architecture; Mathematical model; Queueing analysis; Scalability; Software defined network; Software Defined Networking; multi-controller; performance evaluation; queueing theory;
Journal_Title :
Communications, China
DOI :
10.1109/CC.2014.6825258