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Conferences > OECC > 2021 > M4A > M4A.8

Deep-reinforced impairment-aware dynamic resource allocation in nonlinear elastic optical networks

Chenglin Shi, Min Zhu, Jiahua Gu, Tianyu Shen, and Xueqi Ren

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Abstract

This paper proposed a dynamic resource allocation scheme in nonlinear elastic optical networks based on deep reinforcement learning, which achieves significant blocking probability reductions of more than 44.1% compared with baseline algorithms.

© 2021 The Author(s)

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