Publication:
Social Aware Caching and Resource Sharing Optimization for Video Delivering in 5G Networks

datacite.subject.fos oecd::Natural sciences::Computer and information sciences
dc.contributor.author Bùi Minh Phụng
dc.contributor.author Vo Nguyen Son
dc.contributor.author Nguyen, T T
dc.contributor.author Tran, Q N
dc.contributor.author Tran, A T
dc.date.accessioned 2022-11-03T09:05:00Z
dc.date.available 2022-11-03T09:05:00Z
dc.date.issued 2019
dc.description.abstract The proliferation demand of mobile users (MUs) for video contents, which will occupy up to 78% of data traffic by 2021, poses a serious challenge of system delivery capacity to the macro base stations (MBSs) and the small cell base stations, e.g., femtocell base stations (FBSs), in 5G networks. In this paper, we propose a social-aware caching and resource sharing (SCS) scheme that can help the MBSs and the FBSs relax the backhaul links and provide the MUs with high system delivery capacity. Particularly, we formulate an SCS optimization problem under the constraints on the number of replicas of each video cached in the FBSs and the target signal to interference plus noise ratio (SINR) of the cellular users (CUs) that share the downlink resources. This problem is then solved for maximum system delivery capacity by finding the best placements to cache the videos in the FBSs and the best device-to-device (D2D) pairs shared the same downlink resources with the CUs to offload the videos over D2D communications. Importantly, the behavior of MUs to access the videos and the social relationship of each D2D pair are considered in the SCS optimization problem to efficiently improve the system performance. Simulation results are shown to demonstrate the benefits of the proposed SCS scheme compared to other conventional schemes.
dc.identifier.doi 10.1007/978-3-030-14413-5_6
dc.identifier.isbn 9783030144128
dc.identifier.isbn 9783030144135
dc.identifier.uri http://repository.vlu.edu.vn:443/handle/123456789/851
dc.language.iso en_US
dc.relation.ispartof Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering
dc.relation.ispartof Quality, Reliability, Security and Robustness in Heterogeneous Systems
dc.relation.issn 1867-8211
dc.relation.issn 1867-822X
dc.subject 5G caching
dc.subject D2D communications
dc.subject Downlink resource sharing
dc.subject Social-aware networks
dc.subject Video delivering
dc.title Social Aware Caching and Resource Sharing Optimization for Video Delivering in 5G Networks
dc.type Resource Types::text::journal::journal article
dspace.entity.type Publication
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