Supporting Sustainable Virtual Network Mutations With Mystique

Sacco, Alessio; Flocco, Matteo; Esposito, Flavio; Marchetto, Guido

doi:10.1109/tnsm.2021.3059647

Cited by 8 publications

(1 citation statement)

References 35 publications

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“…ARE can effectively reproduce implicit action-taking logic of NOC technicians, which supports the transition towards reliable autonomous networks and fully-automated NOCs. In [19], the authors concentrate on the management of edge/cloud computing resources and propose an auto-scaling mechanism relying on multi-agent reinforcement learning, that can reduce network energy consumption while providing an adequate service level, outperforming other benchmark auto-scaling approaches. In [20], the authors noted a dilemma about selfhealing in large scale decentralized systems of autonomous agents.…”

Section: E Automation and Self-diagnostics For Resilient Network Mana...mentioning

confidence: 99%

Guest Editors’ Introduction: Special Section on Design and Management of Reliable Communication Networks

Tornatore

Gomes

Machuca

et al. 2021

IEEE Trans. Netw. Serv. Manage.

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This Special Issue contains a collection of outstanding papers covering several recent advances regarding the design and management of reliable networks. Papers are organized into seven categories: resilience in NFV-based networks; resilient software defined networks; resiliency of optical networks; Internet of Things and safety of critical services; automation and self-diagnostics for resilient network management, robust network design, and wireless and mobile network resilience. In this editorial, a brief overview of the field is given, followed by a summary of the twenty-six papers, accepted for publication in this special issue.

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Section: E Automation and Self-diagnostics For Resilient Network Mana...mentioning

confidence: 99%