Autonomous Resource Assignment for Optimal Utilization in Optical Data Centre Infrastructures

Albert Pagès; Jordi Biosca Caro; Fernando Agraz; Salvatore Spadaro

doi:10.1364/PSC.2021.Tu4C.4

Photonics in Switching and Computing 2021
OSA Technical Digest (Optica Publishing Group, 2021),
paper Tu4C.4
•https://doi.org/10.1364/PSC.2021.Tu4C.4

Autonomous Resource Assignment for Optimal Utilization in Optical Data Centre Infrastructures

Albert Pagès, Jordi Biosca Caro, Fernando Agraz, and Salvatore Spadaro

Photonics in Switching and Computing 2021

Washington, DC United States
27–29 September 2021
ISBN: 978-1-943580-99-6

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Photonic Technologies for Datacenter Networking II (Tu4C)

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A. Pagès, J. B. Caro, F. Agraz, and S. Spadaro, "Autonomous Resource Assignment for Optimal Utilization in Optical Data Centre Infrastructures," in Photonics in Switching and Computing 2021, W. Bogaerts, K. Morito, S. Ben Yoo, M. Fiorentino, K. Ishii, and B. Offrein, eds., OSA Technical Digest (Optica Publishing Group, 2021), paper Tu4C.4.

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Abstract

We present an architectural solution based on data analytics for self-organizing optical data centers. Thanks to a reinforcement learning-based cognitive layer, an adaptive and autonomous resource assignment to deployed services is achieved.

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