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Reactive caching of viral content in 5G networks | IEEE Conference Publication | IEEE Xplore

Abstract:

An efficient way to handle the excessive number of user requests by the existing infrastructure is network caching in which a popular content is cached at the edge of the...Show More

Abstract:

An efficient way to handle the excessive number of user requests by the existing infrastructure is network caching in which a popular content is cached at the edge of the network in order to decrease the repetitive downloads. In this paper, a non-Cooperative Hierarchical Reactive Caching (nCHRC) algorithm is proposed as an optimal multi-level cache content placement method. The main innovative idea of this work is using a parameter called virality which illustrates the impact of time on the popularity of the contents. Moreover, some parameters such as well-known popularity, virality and size of the file are efficiently aggregated as a single parameter named priority. The results show that our method successfully improves the cache hit rate, backhaul traffic and content access delay of the network.
Date of Conference: 04-06 September 2020
Date Added to IEEE Xplore: 18 September 2020
ISBN Information:
Conference Location: Marrakech, Morocco
Department of Computer Engineering, Ferdowsi University of Mashhad, Mashhad, Iran
Department of Computer Engineering, Ferdowsi University of Mashhad, Mashhad, Iran
Department of Computer Engineering, Ferdowsi University of Mashhad, Mashhad, Iran
Department of Computer Engineering, Ferdowsi University of Mashhad, Mashhad, Iran
Department of Computer Engineering, Ferdowsi University of Mashhad, Mashhad, Iran
Department of Electronic Engineering, University of York, York, United Kingdom

Department of Computer Engineering, Ferdowsi University of Mashhad, Mashhad, Iran
Department of Computer Engineering, Ferdowsi University of Mashhad, Mashhad, Iran
Department of Computer Engineering, Ferdowsi University of Mashhad, Mashhad, Iran
Department of Computer Engineering, Ferdowsi University of Mashhad, Mashhad, Iran
Department of Computer Engineering, Ferdowsi University of Mashhad, Mashhad, Iran
Department of Electronic Engineering, University of York, York, United Kingdom
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