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ADMIRE: Demonstration of Collaborative Data-Driven and Model-Driven Intelligent Routing Engine for IP/Optical Cross-Layer Optimization in X-Haul Networks | IEEE Conference Publication | IEEE Xplore

ADMIRE: Demonstration of Collaborative Data-Driven and Model-Driven Intelligent Routing Engine for IP/Optical Cross-Layer Optimization in X-Haul Networks


Abstract:

We first demonstrate a collaborative data-driven (using deep reinforcement learning) and model-driven (using experience knowledge) routing engine for cross-layer optimiza...Show More

Abstract:

We first demonstrate a collaborative data-driven (using deep reinforcement learning) and model-driven (using experience knowledge) routing engine for cross-layer optimization in a real X-Haul testbed with a real dataset, which achieves 23% wavelength saving. © 2022 The Author(s)
Date of Conference: 06-10 March 2022
Date Added to IEEE Xplore: 13 April 2022
ISBN Information:
Conference Location: San Diego, CA, USA

Funding Agency:


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