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Can vehicular cloud replace edge computing?

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  • معلومة اضافية
    • Contributors:
      Université Paris-Saclay; inTeRnet BEyond the usual (TRiBE ); Inria Saclay - Ile de France; Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria); Université Sorbonne Paris Nord; Institut Polytechnique de Paris (IP Paris); Département Réseaux et Services de Télécommunications (TSP - RST); Institut Mines-Télécom Paris (IMT)-Télécom SudParis (TSP); Network Systems and Services (NeSS-SAMOVAR); Services répartis, Architectures, MOdélisation, Validation, Administration des Réseaux (SAMOVAR); Institut Mines-Télécom Paris (IMT)-Télécom SudParis (TSP)-Institut Mines-Télécom Paris (IMT)-Télécom SudParis (TSP); Laboratoire Interdisciplinaire des Sciences du Numérique (LISN); Institut National de Recherche en Informatique et en Automatique (Inria)-CentraleSupélec-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS)
    • بيانات النشر:
      HAL CCSD
    • الموضوع:
      2024
    • Collection:
      Archive ouverte HAL (Hyper Article en Ligne, CCSD - Centre pour la Communication Scientifique Directe)
    • الموضوع:
    • نبذة مختصرة :
      International audience ; Edge computing (EC) consists of deploying computation resources close to the users, thus enabling low-latency applications, such as augmented reality and online gaming. However, large-scale deployment of edge nodes can be highly impractical and expensive. Besides EC, there is a rising concept known as Vehicular Cloud Computing (VCC). VCC is a computing paradigm that amplifies the capabilities of vehicles by exploiting part of their computational resources, enabling them to participate in services similar to those provided by the EC. The advantage of VCC is that it can opportunistically exploit part of the computation resources already present on vehicles, thus relieving a network operator from the deployment and maintenance cost of EC nodes. However, it is still unknown under which circumstances VCC can enable low-latency applications without EC. In this work, we show that VCC has the potential to effectively supplant EC in urban areas, especially given the higher density of vehicles in such environments.The goal of this paper is to analyze, via simulation, the key parameters determining the conditions under which this substitution of EC by VCC is feasible. In addition, we provide a high level cost analysis to show that VCC is much less costly for a network operator than adopting EC.
    • Relation:
      hal-04393593; https://hal.science/hal-04393593; https://hal.science/hal-04393593/document; https://hal.science/hal-04393593/file/wcnc_2024_Vehicloud-2.pdf
    • Rights:
      http://hal.archives-ouvertes.fr/licences/copyright/ ; info:eu-repo/semantics/OpenAccess
    • الرقم المعرف:
      edsbas.5AED1CE0