Abstract
Software defined networking (SDN) is a promising technology in fifth generation wireless networks (5G) where due to the adoption of a centralized SDN-controller, resources such as processing and storage, can be utilized in an optimal manner. Although SDN was first considered with a logically centralized controller, due to delay, reliability, and scalability challenges, moving towards multiple distributed controllers is inevitable. In distributed control schemes, an assignment that associates a controller with each switch leads to three challenges of (1) Computational complexity, since the assignment is an NP-hard problem, (2) Resource and energy efficiency, to obtain an assignment with the lowest number of controllers in order to reduce resource and energy consumption, and (3) Dynamicity, where a dynamic approach of assignment is required to adapt to the network's traffic changes. In this paper, we investigate the controller-switch assignment problem given the aforementioned challenges, and propose efficient algorithms for static and dynamic scenarios, that even achieve quantitative optimality guarantees in special cases. As shown through simulations, the proposed lower complexity algorithms not only outperform earlier works but also approach the performance of exhaustive search schemes, in some scenarios.
Original language | English (US) |
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Article number | 9387390 |
Pages (from-to) | 2193-2207 |
Number of pages | 15 |
Journal | IEEE Transactions on Network and Service Management |
Volume | 18 |
Issue number | 2 |
DOIs | |
State | Published - Jun 2021 |
Externally published | Yes |
Bibliographical note
Funding Information:Manuscript received April 3, 2020; revised November 20, 2020; accepted January 31, 2021. Date of publication March 26, 2021; date of current version June 10, 2021. B. Hossein Khalaj work is supported in part by a grant from the Institute for Research in Fundamental Sciences (IPM). The associate editor coordinating the review of this article and approving it for publication was Y. Li. (Corresponding author: Ehsan Tohidi.) Ehsan Tohidi is with the Department of Telecommunication Systems, Technical University of Berlin, 10623 Berlin, Germany (e-mail: tohidi@ tu-berlin.de).
Publisher Copyright:
© 2004-2012 IEEE.
Keywords
- 5G networks
- Controller-switch assignment
- distributed controllers
- SDN