Conference paper Open Access

A QoE-oriented Cognition-based Management System for 5G Slices: The SliceNet Approach

Albert Pagès; Fernando Agraz; Salvatore Spadaro; Rafael Montero; Xenofon Vasilakos; Nasim Ferdosian; Navid Nikaein; Dean Lorenz; Kenneth Nagin; Marouane Mechteri; Yosra Ben Slimen; Rui Pedro; Guilherme Cardoso; Pedro Neves; Nuno Henriques; Qi Wang; José M. Alcaraz Calero; Antonio Matencio Escolar; Pablo Salva; Enrique Chirivella Perez; Ricardo Marco Alaez


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{
  "description": "<p>Provisioning of network slices with appropriate Quality of Experience (QoE) guarantees is one of the key enablers for 5G networks. However, it poses several challenges in the slice management that need to be addressed to achieve an efficient end-to-end (E2E) services delivery. These challenges, among others, include the estimation of QoE Key Performance Indicators (KPIs) from monitored metrics and the corresponding reconfiguration operations (actuations) in order to support and maintain the desired quality levels. In this context, SliceNet provides a design and an implementation of a cognitive slice management framework that leverages machine learning (ML) techniques in order to proactively maintain network conditions in the required state that assures E2E QoE, as perceived by the vertical customers.</p>", 
  "license": "https://creativecommons.org/licenses/by/4.0/legalcode", 
  "creator": [
    {
      "affiliation": "Optical Communications Group (GCO) Universitat Polit\u00e8cnica de Catalunya", 
      "@type": "Person", 
      "name": "Albert Pag\u00e8s"
    }, 
    {
      "affiliation": "Optical Communications Group (GCO) Universitat Polit\u00e8cnica de Catalunya", 
      "@type": "Person", 
      "name": "Fernando Agraz"
    }, 
    {
      "affiliation": "Optical Communications Group (GCO) Universitat Polit\u00e8cnica de Catalunya", 
      "@type": "Person", 
      "name": "Salvatore Spadaro"
    }, 
    {
      "affiliation": "Optical Communications Group (GCO) Universitat Polit\u00e8cnica de Catalunya", 
      "@type": "Person", 
      "name": "Rafael Montero"
    }, 
    {
      "affiliation": "Mobile Communications Department EURECOM", 
      "@type": "Person", 
      "name": "Xenofon Vasilakos"
    }, 
    {
      "affiliation": "Mobile Communications Department EURECOM", 
      "@type": "Person", 
      "name": "Nasim Ferdosian"
    }, 
    {
      "affiliation": "Mobile Communications Department EURECOM", 
      "@type": "Person", 
      "name": "Navid Nikaein"
    }, 
    {
      "affiliation": "IBM Research", 
      "@type": "Person", 
      "name": "Dean Lorenz"
    }, 
    {
      "affiliation": "IBM Research", 
      "@type": "Person", 
      "name": "Kenneth Nagin"
    }, 
    {
      "affiliation": "Orange Labs", 
      "@type": "Person", 
      "name": "Marouane Mechteri"
    }, 
    {
      "affiliation": "Orange Labs", 
      "@type": "Person", 
      "name": "Yosra Ben Slimen"
    }, 
    {
      "affiliation": "Altice Labs SA", 
      "@type": "Person", 
      "name": "Rui Pedro"
    }, 
    {
      "affiliation": "Altice Labs SA", 
      "@type": "Person", 
      "name": "Guilherme Cardoso"
    }, 
    {
      "affiliation": "Altice Labs SA", 
      "@type": "Person", 
      "name": "Pedro Neves"
    }, 
    {
      "affiliation": "Altice Labs SA", 
      "@type": "Person", 
      "name": "Nuno Henriques"
    }, 
    {
      "affiliation": "University of the West Scotland", 
      "@type": "Person", 
      "name": "Qi Wang"
    }, 
    {
      "affiliation": "University of the West Scotland", 
      "@type": "Person", 
      "name": "Jos\u00e9 M. Alcaraz Calero"
    }, 
    {
      "affiliation": "University of the West Scotland", 
      "@type": "Person", 
      "name": "Antonio Matencio Escolar"
    }, 
    {
      "affiliation": "University of the West Scotland", 
      "@type": "Person", 
      "name": "Pablo Salva"
    }, 
    {
      "affiliation": "University of the West Scotland", 
      "@type": "Person", 
      "name": "Enrique Chirivella Perez"
    }, 
    {
      "affiliation": "University of the West Scotland", 
      "@type": "Person", 
      "name": "Ricardo Marco Alaez"
    }
  ], 
  "headline": "A QoE-oriented Cognition-based Management System for 5G Slices: The SliceNet Approach", 
  "image": "https://zenodo.org/static/img/logos/zenodo-gradient-round.svg", 
  "datePublished": "2020-04-06", 
  "url": "https://zenodo.org/record/3741313", 
  "keywords": [
    "5G slices; network management; cognition; Quality of Experience (QoE)"
  ], 
  "@context": "https://schema.org/", 
  "identifier": "https://doi.org/10.5281/zenodo.3741313", 
  "@id": "https://doi.org/10.5281/zenodo.3741313", 
  "@type": "ScholarlyArticle", 
  "name": "A QoE-oriented Cognition-based Management System for 5G Slices: The SliceNet Approach"
}
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