DRL-based Network Orchestration to Realize Cooperative, Distributed and Tenant-driven Virtual Network Slicing

Xu Zhang; Wei Lu; Baojia Li; Zuqing Zhu

Asia Communications and Photonics Conference (ACPC) 2019
OSA Technical Digest (Optica Publishing Group, 2019),
paper S4C.3

DRL-based Network Orchestration to Realize Cooperative, Distributed and Tenant-driven Virtual Network Slicing

Xu Zhang, Wei Lu, Baojia Li, and Zuqing Zhu

Asia Communications and Photonics Conference 2019

Chengdu China
2–5 November 2019
ISBN: 978-1-943580-70-5

From the session
Machine Learning II (S4C)

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X. Zhang, W. Lu, B. Li, and Z. Zhu, "DRL-based Network Orchestration to Realize Cooperative, Distributed and Tenant-driven Virtual Network Slicing," in Asia Communications and Photonics Conference (ACPC) 2019, OSA Technical Digest (Optica Publishing Group, 2019), paper S4C.3.

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Abstract

We propose a cooperative, distributed and tenant-driven framework for realizing virtual network embedding (VNE) in optical datacenter interconnections (O-DCIs), by leveraging a deep reinforcement learning (DRL) module.

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