Blocking-Driven Spectrum Defragmentation Based on Deep Reinforcement Learning in Tidal Elastic Optical Networks
2023 21st International Conference on Optical Communications and Networks (ICOCN)（2023）
Abstract
We propose a tidal-aware spectrum defragmentation using deep reinforcement learning in elastic optical networks with tidal traffic, which balances reconfiguration times and blocking performance. Simulation results verify the 7% reduction of blocking rate.
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Key words
Spectrum defragmentation,deep reinforcement learning,tidal traffic.
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