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Cost Estimation of FttH Deployment with HDBSCAN Clustering

Abstract : Fibre to the Home (FttH) has been widely recognized as the most sustainable solution for offering very high-speed internet access to fixed-line customers. However, the deployment of FttH networks is very costly and requires a precise estimation of the investment cost. FttH networks are currently mainly deployed in large agglomerations, but as part of the « France Très Haut Débit » plan, several public initiative networks (Réseaux d'Initiative Publique, RIP) have been set up to extend these services throughout the country. With the aim of estimating the investment cost for these uneven population zones, we propose an approach based on HDSBSCAN clustering. This method supports variable density clusters in particular the detailed geospatial data to design the FttH network infrastructure and accurately estimate the deployment cost.
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https://hal-mines-paristech.archives-ouvertes.fr/hal-03746138
Contributor : Mohamed Saâd El Harrab Connect in order to contact the contributor
Submitted on : Thursday, August 4, 2022 - 8:24:57 PM
Last modification on : Saturday, August 6, 2022 - 3:38:48 AM

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  • HAL Id : hal-03746138, version 1

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Mohamed Saâd EL HARRAB. Cost Estimation of FttH Deployment with HDBSCAN Clustering. OR 2018, International Conference on Operations Research, Sep 2018, Brussels, Belgium. ⟨hal-03746138⟩

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