DeepCMS3: A Deep Reinforcement Learning Framework for Core, Mode and Spectrum Sequential Scheduling over Optical Transport Network | IEEE Conference Publication | IEEE Xplore

DeepCMS3: A Deep Reinforcement Learning Framework for Core, Mode and Spectrum Sequential Scheduling over Optical Transport Network


Abstract:

This paper proposes a deep reinforcement learning based framework for core, mode and spectrum resource sequential scheduling (CMS3), DeepCMS3. Compared to previous CMS3 a...Show More

Abstract:

This paper proposes a deep reinforcement learning based framework for core, mode and spectrum resource sequential scheduling (CMS3), DeepCMS3. Compared to previous CMS3 algorithm, DeepCMS3 can achieve higher resource utilization and lower blocking rate.
Date of Conference: 06-10 December 2020
Date Added to IEEE Xplore: 04 February 2021
ISBN Information:
Conference Location: Brussels, Belgium

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