Virtualized radio access networks

Centralization, allocation, and positioning of resources

Phelipe A. De Souza, Abdallah S. Abdallah, Elivelton F. Bueno, Kleber V. Cardoso

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Abstract

Network functions virtualization (NFV) is an evolving field with great potentials, similarly is the software defined networks (SDNs) field, which is considered as a complement of the former. As the cloud services grow to dominate most of the web services, it becomes obvious to consider cloud-based centralized radio access networks (CRANs) as an excellent approach toward NFV. The three technologies have significant potential to improve the quality of service (QoS) while decreasing networks operating cost. Several new research proposals discussed how to deploy these technologies under new infrastructure, but only few investigated incremental transition from the current networks to the new deployments allowing a hybrid mix. The transition process faces three major issues: 1) which cell sites to be updated; 2) how much updates to be applied (i.e., change to fully virtualized or not); and 3) where the virtualized cells should be positioned. A common factor among these issues is that all are influenced by how much centralization is employed in the RAN. Therefore, this paper presents a new integer linear programming (ILP) model to allow decision makers (e.g., business managers and network architects) to investigate the impact of centralization level on decision criteria (e.g., required investment) by controlling the centralization level and its associated weight (reward). Our model shows how the investment should be positioned based on the level of centralization and the relationship between the costs of different resources. Additionally, we propose a time efficient heuristic algorithm to provide a reasonable suboptimal solution for the model under scenarios with a large number of network nodes.

Original languageEnglish (US)
Title of host publication2018 IEEE International Conference on Communications Workshops, ICC Workshops 2018 - Proceedings
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages1-6
Number of pages6
ISBN (Electronic)9781538643280
DOIs
StatePublished - Jul 3 2018
Event2018 IEEE International Conference on Communications Workshops, ICC Workshops 2018 - Kansas City, United States
Duration: May 20 2018May 24 2018

Publication series

Name2018 IEEE International Conference on Communications Workshops, ICC Workshops 2018 - Proceedings

Other

Other2018 IEEE International Conference on Communications Workshops, ICC Workshops 2018
CountryUnited States
CityKansas City
Period5/20/185/24/18

Fingerprint

Heuristic algorithms
Operating costs
Linear programming
Web services
Quality of service
Managers
Costs
Industry
Network function virtualization

All Science Journal Classification (ASJC) codes

  • Computer Networks and Communications
  • Computer Science Applications
  • Hardware and Architecture

Cite this

De Souza, P. A., Abdallah, A. S., Bueno, E. F., & Cardoso, K. V. (2018). Virtualized radio access networks: Centralization, allocation, and positioning of resources. In 2018 IEEE International Conference on Communications Workshops, ICC Workshops 2018 - Proceedings (pp. 1-6). (2018 IEEE International Conference on Communications Workshops, ICC Workshops 2018 - Proceedings). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICCW.2018.8403667
De Souza, Phelipe A. ; Abdallah, Abdallah S. ; Bueno, Elivelton F. ; Cardoso, Kleber V. / Virtualized radio access networks : Centralization, allocation, and positioning of resources. 2018 IEEE International Conference on Communications Workshops, ICC Workshops 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2018. pp. 1-6 (2018 IEEE International Conference on Communications Workshops, ICC Workshops 2018 - Proceedings).
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De Souza, PA, Abdallah, AS, Bueno, EF & Cardoso, KV 2018, Virtualized radio access networks: Centralization, allocation, and positioning of resources. in 2018 IEEE International Conference on Communications Workshops, ICC Workshops 2018 - Proceedings. 2018 IEEE International Conference on Communications Workshops, ICC Workshops 2018 - Proceedings, Institute of Electrical and Electronics Engineers Inc., pp. 1-6, 2018 IEEE International Conference on Communications Workshops, ICC Workshops 2018, Kansas City, United States, 5/20/18. https://doi.org/10.1109/ICCW.2018.8403667

Virtualized radio access networks : Centralization, allocation, and positioning of resources. / De Souza, Phelipe A.; Abdallah, Abdallah S.; Bueno, Elivelton F.; Cardoso, Kleber V.

2018 IEEE International Conference on Communications Workshops, ICC Workshops 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2018. p. 1-6 (2018 IEEE International Conference on Communications Workshops, ICC Workshops 2018 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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De Souza PA, Abdallah AS, Bueno EF, Cardoso KV. Virtualized radio access networks: Centralization, allocation, and positioning of resources. In 2018 IEEE International Conference on Communications Workshops, ICC Workshops 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2018. p. 1-6. (2018 IEEE International Conference on Communications Workshops, ICC Workshops 2018 - Proceedings). https://doi.org/10.1109/ICCW.2018.8403667