End-to-end intent-based networking

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End-to-end intent-based networking

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Velasco, L. (Luis) / Signorelli, M. (Marco) / González De Dios, O. (Oscar) / Papagianni, C. (Chrysa) / Bifulco, R. (Roberto) / Olmos, J. J. (Juan Jose Vegas) / Pryor, S. (Simon) / Carrozzo, G. (Gino) / Schulz-Zander, J. (Julius) / Bennis, M. (Mehdi) / ... [mehr]

Abstract

Abstract To reap its full benefits, 5G must evolve into a scalable decentralized architecture by exploiting intelligence ubiquitously and securely across different technologies, network layers, and segments. In this article, we propose end-to-end and ubiquitous secure machine learning (ML)-powered intent-based networking (IBN). The IBN framework is aware of its state and context to autonomously take proactive actions for service assurance. It is integrated in a zero-touch control and orchestration framework featuring an ML function orchestrator to manage ML pipelines. The objective is to create an elastic and dynamic infrastructure supporting per-domain and end-to-end network and services operation. The solution is supported by a radio access network and forwarding plane, and a cloud/edge virtualization infrastructure with ML acceleration. The resulting framework supports application-level resilience and intelligence through replication and elasticity. An illustrative intelligent application use case is presented.

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Titel :

End-to-end intent-based networking

Beteiligte:

Velasco, L. (Luis) (Autor:in) / Signorelli, M. (Marco) (Autor:in) / González De Dios, O. (Oscar) (Autor:in) / Papagianni, C. (Chrysa) (Autor:in) / Bifulco, R. (Roberto) (Autor:in) / Olmos, J. J. (Juan Jose Vegas) (Autor:in) / Pryor, S. (Simon) (Autor:in) / Carrozzo, G. (Gino) (Autor:in) / Schulz-Zander, J. (Julius) (Autor:in) / Bennis, M. (Mehdi) (Autor:in)

Erscheinungsdatum :

2021-01-01

Medientyp :

Aufsatz (Zeitschrift)

Format :

Elektronische Ressource

Sprache :

Englisch

Schlagwörter :

5G mobile communication , Cloud computing , Elasticity , Machine learning , Resilience , Virtualization

Klassifikation :

DDC:

629

End-to-end intent-based networking

End-to-end intent-based networking

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