GNPy as a benchmark for open and disaggregated optical networks

The evolution toward open and partially disaggregated optical networks has introduced new, to our knowledge, requirements on how transmission performance is evaluated and compared across technologies, vendors, and deployment scenarios. In this context, sound benchmarking practices are essential to ensure that quality-of-transmission (QoT) assessments are reproducible, transparent, and meaningful beyond isolated experimental demonstrations. QoT estimation plays a central role in these practices, as it directly impacts network planning, commissioning, automation, and long-term technology selection in heterogeneous optical infrastructures. This paper discusses benchmarking practices for optical transmission in open networks using the open-source GNPy library as a reference digital model. The contribution of this work lies in formalizing how a transparent, vendor-agnostic QoT estimator can be used as a common benchmarking baseline across research and industry. Representative experimental validations spanning short-reach, multiband, and multi-vendor flex-grid transmission scenarios are reviewed and reframed as benchmarking baselines, establishing evidence-based expectations on achievable accuracy and applicability limits under realistic operating conditions. Finally, the paper illustrates how reference QoT models are employed in industry-facing benchmarking workflows, including closed-loop interactions with standardization bodies, multi-vendor planning and automation, procurement processes, and strategic network evolution toward emerging architectures.

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Publication Details

Journal
Journal of Optical Communications and Networking
Published
2026-03-31
DOI
https://doi.org/10.1364/jocn.592351
Primary Topic
Advanced Optical Network Technologies
Type
article
Field-Weighted Citation Impact
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article

GNPy as a benchmark for open and disaggregated optical networks

Gert Grammel, Jan Kundrát, Giacomo Borraccini, Stefan Melin et al.
Journal of Optical Communications and Networking
Advanced Optical Network Technologies
article

GNPy as a benchmark for open and disaggregated optical networks

Gert Grammel, Jan Kundrát, Giacomo Borraccini, Stefan Melin, Arturo Mayoral, Vittorio Curri, Renato Ambrosone, Hideki Nishizawa, Óscar Gonzalez de Dios, Andrea D'Amico, Esther Le Rouzic, Toru Mano, Gabriel Vivares Arias, Edward Echeverry Zuleta, Roberto Manzotti
article en

Abstract

The evolution toward open and partially disaggregated optical networks has introduced new, to our knowledge, requirements on how transmission performance is evaluated and compared across technologies, vendors, and deployment scenarios. In this context, sound benchmarking practices are essential to ensure that quality-of-transmission (QoT) assessments are reproducible, transparent, and meaningful beyond isolated experimental demonstrations. QoT estimation plays a central role in these practices, as it directly impacts network planning, commissioning, automation, and long-term technology selection in heterogeneous optical infrastructures. This paper discusses benchmarking practices for optical transmission in open networks using the open-source GNPy library as a reference digital model. The contribution of this work lies in formalizing how a transparent, vendor-agnostic QoT estimator can be used as a common benchmarking baseline across research and industry. Representative experimental validations spanning short-reach, multiband, and multi-vendor flex-grid transmission scenarios are reviewed and reframed as benchmarking baselines, establishing evidence-based expectations on achievable accuracy and applicability limits under realistic operating conditions. Finally, the paper illustrates how reference QoT models are employed in industry-facing benchmarking workflows, including closed-loop interactions with standardization bodies, multi-vendor planning and automation, procurement processes, and strategic network evolution toward emerging architectures.

Journal of Optical Communications and NetworkingVol. 18(9)
Orange (Poland) (PL), Cisco Systems (China) (CN), Politecnico di Torino (IT), Compagnie Maritime d'Expertises (France) (FR), Virtual High School (US), Telefonica (Germany) (DE), Telefonica Research and Development (ES), Virtual Technology (United States) (US), TeliaSonera (Finland) (FI), CESNET, zájmové sdružení právnických osob (CZ)
Openalex Percentile: Top 36%
Advanced Optical Network Technologies
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