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SDN-Based Resource Allocation for Multi-Channel Wireless Mesh Networks
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- Authors
- Saehoon Kang, YongYoon Shin, Sunhee Yang, Wonyong Yoon
- Issue Date
- 2015-11
- Citation
- Journal of Internet Technology, v.16, no.6, pp.1051-1064
- ISSN
- 1607-9264
- Publisher
- Taiwan Academic Network Management Committee
- Language
- English
- Type
- Journal Article
- Abstract
- In emerging multi-radio multi-channel wireless mesh networks (WMNs), how to allocate network resources to provide individual users with their fair rate share is a central but very complex issue due to their inherent multi-channel diversity and multi-hop connectivity. In this paper, we attempt to apply and extend a software-defined networking (SDN) approach to user-level fair resource allocation problems where both proportional fairness and max-min fairness are examined. We first mathematically formulate fair user resource allocation problems in multi-channel WMNs by seeking the maximization of objective functions under the network utility maximization framework. We then design both SDN controller-side and user device-side algorithms to solve the formulated problem in a centralized holistic manner. We apply the algorithms to control peruser link-layer rates according to a fairness criterion while we resort to traditional transport-layer congestion control for the regulation of individual flows for each user. For performance evaluation, we conduct a system-level simulation study to verify the convergence property of the proposed user fairness resource allocation solution and highlight the benefits of the SDN approach.
- KSP Keywords
- Congestion control, Convergence properties, Fair Resource Allocation, Fairness criterion, Max-min fairness, Multi-Radio Multi-Channel wireless mesh networks, Network Utility Maximization, Network resources, Performance evaluation, Proportional Fairness, Resource Allocation Problem