Popularity prediction–based caching in content delivery networks

@article{Hassine2019PopularityPC,
  title={Popularity prediction–based caching in content delivery networks},
  author={N. Hassine and P. Minet and D. Marinca and D. Barth},
  journal={Annals of Telecommunications},
  year={2019},
  volume={74},
  pages={351-364}
}
  • N. Hassine, P. Minet, +1 author D. Barth
  • Published 2019
  • Computer Science
  • Annals of Telecommunications
  • In content delivery networks (CDNs), caches are resources that must be allocated. For that purpose, videos’ popularity knowledge helps to make efficient decisions about which videos should be cached. Thus, we must be able to anticipate future needs in terms of requested videos. To do this, we rely on the requests history. This paper focuses on predicting the videos’ popularity: the daily number of requests. For that purpose, we propose a two-level prediction approach. At the first level, the… CONTINUE READING
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