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Dynamic Routing and Spectrum Allocation Based on Actor- critic Learning for Multi-fiber Elastic Optical Networks

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Abstract

We propose an RL-assisted RSA algorithm in elastic optical networks with multiple fibers per link. Numerical experiments show that the proposal can improve the performance of resource allocation in all topologies with different dimensions.

© 2021 The Author(s)

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More Like This
Dynamic Routing and Spectrum Assignment for Multi-fiber Elastic Optical Networks

Jingxin Wu, Suresh Subramaniam, and Hiroshi Hasegawa
NeTu4F.1 Photonic Networks and Devices (Networks) 2018

Multi-fiber based Dynamic Spectrum Resource Allocation for Multi-domain Elastic Optical Networks

Yusuke Hirota, Hideki Tode, and Koso Murakami
TuPQ_2 OptoElectronics and Communications Conference and Photonics in Switching (OECC_PS) 2013

A Monte Carlo based Routing and Spectrum Assignment Agent for Elastic Optical Networks

Lihao Liu, Shan Yin, Zhan Zhang, Yaqin Chu, and Shanguo Huang
M4A.218 Asia Communications and Photonics Conference (ACPC) 2019

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