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Conferences > OFC > 2023 > Tu3D > Tu3D.1

Heuristic-assisted Deep Reinforcement Learning for Resource-efficient and QoS-guaranteed 5G RAN Slice Migration in Elastic Metro Aggregation Optical Networks

Jiahua Gu, Min Zhu, Yunwu Wang, Xiaofeng Cai, Yuancheng Cai, and Jiao Zhang

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Abstract

We propose a heuristic-assisted deep reinforcement learning framework for resource-efficient and QoS-guaranteed 5G RAN slice migration in EONs, which can optimize the spectrum resource consumption, traffic migration, and power consumption, simultaneously.

© 2023 The Author(s)

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