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Expand or Oversize? Planning Internet Access Network in a Demand Growth Scenario

Internet network design specialists are looking for technologies and strategies to deliver network service under increased demand conditions. The choice of strategies is based on applying optimization and decision-making methods to select the most appropriate cable network design considering criteri...

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Autores principales: Libório, Matheus Pereira, Ekel, Petr Iakovlevitch, Lyrio, Renata de Mello, Bernardes, Patrícia, Soares, Gustavo Luís, Machado-Coelho, Thiago Melo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7423848/
http://dx.doi.org/10.1007/s10922-020-09561-w
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author Libório, Matheus Pereira
Ekel, Petr Iakovlevitch
Lyrio, Renata de Mello
Bernardes, Patrícia
Soares, Gustavo Luís
Machado-Coelho, Thiago Melo
author_facet Libório, Matheus Pereira
Ekel, Petr Iakovlevitch
Lyrio, Renata de Mello
Bernardes, Patrícia
Soares, Gustavo Luís
Machado-Coelho, Thiago Melo
author_sort Libório, Matheus Pereira
collection PubMed
description Internet network design specialists are looking for technologies and strategies to deliver network service under increased demand conditions. The choice of strategies is based on applying optimization and decision-making methods to select the most appropriate cable network design considering criteria established by the problem definition. However, this definition is itself a decision problem that has not received analysis in the literature. In particular, one of the most important questions is the necessity to define an expansion strategy. The first alternative (expansion) is to design a network to serve consumers with Internet demand equal to or greater than the predefined one to expand the network annually to serve consumers that reach the predefined Internet speed. The second alternative (oversizing) is to design a network to serve consumers with future Internet demand (after 5 years) at or above that the predefined one. Considering this, the objective of this research is to define the most advantageous strategy of expansion planning to attend a 5 years forecasted Internet demand, considering: (1) the possibility of utilizing a Gigabit-capable Passive Optical Network technology; (2) the application of the minimal Steiner tree and Dijkstra algorithms in planning procedures; (3) the influence of economic and technological factors on the demand forecast; (4) the aggressive, moderate, and conservative scenarios in decision-making. The results show that the over-dimensioning strategy reduces network investment by between 30 and 41%, but that this reduction does not always lead to a market investment ratio higher than that observed in the expansion strategy.
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spelling pubmed-74238482020-08-13 Expand or Oversize? Planning Internet Access Network in a Demand Growth Scenario Libório, Matheus Pereira Ekel, Petr Iakovlevitch Lyrio, Renata de Mello Bernardes, Patrícia Soares, Gustavo Luís Machado-Coelho, Thiago Melo J Netw Syst Manage Article Internet network design specialists are looking for technologies and strategies to deliver network service under increased demand conditions. The choice of strategies is based on applying optimization and decision-making methods to select the most appropriate cable network design considering criteria established by the problem definition. However, this definition is itself a decision problem that has not received analysis in the literature. In particular, one of the most important questions is the necessity to define an expansion strategy. The first alternative (expansion) is to design a network to serve consumers with Internet demand equal to or greater than the predefined one to expand the network annually to serve consumers that reach the predefined Internet speed. The second alternative (oversizing) is to design a network to serve consumers with future Internet demand (after 5 years) at or above that the predefined one. Considering this, the objective of this research is to define the most advantageous strategy of expansion planning to attend a 5 years forecasted Internet demand, considering: (1) the possibility of utilizing a Gigabit-capable Passive Optical Network technology; (2) the application of the minimal Steiner tree and Dijkstra algorithms in planning procedures; (3) the influence of economic and technological factors on the demand forecast; (4) the aggressive, moderate, and conservative scenarios in decision-making. The results show that the over-dimensioning strategy reduces network investment by between 30 and 41%, but that this reduction does not always lead to a market investment ratio higher than that observed in the expansion strategy. Springer US 2020-08-13 2020 /pmc/articles/PMC7423848/ http://dx.doi.org/10.1007/s10922-020-09561-w Text en © Springer Science+Business Media, LLC, part of Springer Nature 2020 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Article
Libório, Matheus Pereira
Ekel, Petr Iakovlevitch
Lyrio, Renata de Mello
Bernardes, Patrícia
Soares, Gustavo Luís
Machado-Coelho, Thiago Melo
Expand or Oversize? Planning Internet Access Network in a Demand Growth Scenario
title Expand or Oversize? Planning Internet Access Network in a Demand Growth Scenario
title_full Expand or Oversize? Planning Internet Access Network in a Demand Growth Scenario
title_fullStr Expand or Oversize? Planning Internet Access Network in a Demand Growth Scenario
title_full_unstemmed Expand or Oversize? Planning Internet Access Network in a Demand Growth Scenario
title_short Expand or Oversize? Planning Internet Access Network in a Demand Growth Scenario
title_sort expand or oversize? planning internet access network in a demand growth scenario
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7423848/
http://dx.doi.org/10.1007/s10922-020-09561-w
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