Generating realistic optical topologies for techno-economic studies using MoleNetwork

Model networks and their underlying topologies have been used as a reference for techno-economic studies for several decades. Existing reference topologies for optical networks may cover different network segments such as backbone, metro core, metro aggregation, access, and/or data center. While telecommunication operators work on the optimization of their own existing deployed optical networks, the availability of different topologies is useful for researchers and technology developers to test their solutions in a variety of scenarios and validate the performance in terms of energy efficiency or cost reduction. This paper presents an open-source tool, MoleNetwork, to generate graphs (backbone, metro core, and metro aggregation) inspired by real network topologies of telecommunication operators that can be used as benchmarks for techno-economic studies. A new topology, to our knowledge, Italy2k, is generated based on the structure of a real operator’s network. Then, the tool is tested by validating that the expected operator parameters are matched in the generated topology and by using the topology to forecast technical demands in a 10-year period in one of its metro regions (core and aggregation networks).

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Publication Details

Journal
Journal of Optical Communications and Networking
Published
2025-07-24
DOI
https://doi.org/10.1364/jocn.567964
Primary Topic
Data Visualization and Analytics
Type
article
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article

Generating realistic optical topologies for techno-economic studies using MoleNetwork

Marco Quagliotti, Farhad Arpanaei, Nataliia Koneva, José Manuel Rivas-Moscoso et al.
Journal of Optical Communications and Networking
Data Visualization and Analytics
article

Generating realistic optical topologies for techno-economic studies using MoleNetwork

Marco Quagliotti, Farhad Arpanaei, Nataliia Koneva, José Manuel Rivas-Moscoso, Alfonso Sánchez‐Macián, Juan Pedro Fernández-Palacios Giménez, José Alberto Hernández Gutiérrez
article en

Abstract

Model networks and their underlying topologies have been used as a reference for techno-economic studies for several decades. Existing reference topologies for optical networks may cover different network segments such as backbone, metro core, metro aggregation, access, and/or data center. While telecommunication operators work on the optimization of their own existing deployed optical networks, the availability of different topologies is useful for researchers and technology developers to test their solutions in a variety of scenarios and validate the performance in terms of energy efficiency or cost reduction. This paper presents an open-source tool, MoleNetwork, to generate graphs (backbone, metro core, and metro aggregation) inspired by real network topologies of telecommunication operators that can be used as benchmarks for techno-economic studies. A new topology, to our knowledge, Italy2k, is generated based on the structure of a real operator’s network. Then, the tool is tested by validating that the expected operator parameters are matched in the generated topology and by using the topology to forecast technical demands in a 10-year period in one of its metro regions (core and aggregation networks).

Journal of Optical Communications and NetworkingVol. 17(9)
Telecom Italia (Italy) (IT), Telefonica Research and Development (ES), Universidad Carlos III de Madrid (ES)
Decent work and economic growth
Openalex Percentile: Top 84%
Data Visualization and Analytics
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Generating realistic optical topologies for techno-economic studies using MoleNetwork — Marco Quagliotti, Farhad Arpanaei, et al. · Journal of Optical Communications and Networking (2025) | TGRS Research Map | TGRS