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http://dx.doi.org/10.3837/tiis.2019.02.003

Content-Aware D2D Caching for Reducing Visiting Latency in Virtualized Cellular Networks  

Sun, Guolin (School of Computer Science and Engineering, University of Electronic Science and Technology of China)
Al-Ward, Hisham (School of Computer Science and Engineering, University of Electronic Science and Technology of China)
Boateng, Gordon Owusu (School of Computer Science and Engineering, University of Electronic Science and Technology of China)
Jiang, Wei (German Research Center for Artificial Intelligence (DFKI GmbH))
Publication Information
KSII Transactions on Internet and Information Systems (TIIS) / v.13, no.2, 2019 , pp. 514-535 More about this Journal
Abstract
Information-centric networks operate under the assumption that all network components have built-in caching capabilities. Integrating the caching strategies of information centric networking (ICN) with wireless virtualization improves the gain of virtual infrastructure content caching. In this paper, we propose a framework for software-defined information centric virtualized wireless device-to-device (D2D) networks. Enabling D2D communications in virtualized ICN increases the spectral efficiency due to reuse and proximity gains while the software-defined network (SDN) as a platform also simplifies the computational overhead. In this framework, we propose a joint virtual resource and cache allocation solution for latency-sensitive applications in the next-generation cellular networks. As the formulated problem is NP-hard, we design low-complexity heuristic algorithms which are intuitive and efficient. In our proposed framework, different services can share a pool of infrastructure items. We evaluate our proposed framework and algorithm through extensive simulations. The results demonstrate significant improvements in terms of visiting latency, end user QoE, InP resource utilization and MVNO utility gain.
Keywords
resource allocation; caching strategy; latency reduction; software-defined networking; information-centric networking; wireless D2D communication;
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