Deep Reinforcement Learning for Provisioning Virtualized Network Function in Inter-Datacenter Elastic Optical Networks-Reference-Cited by-同舟云学术

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Deep Reinforcement Learning for Provisioning Virtualized Network Function in Inter-Datacenter Elastic Optical Networks

Published:2022-09 Issue:3 Volume:19 Page:3341-3351
ISSN:1932-4537
Container-title:IEEE Transactions on Network and Service Management
language:
Short-container-title:IEEE Trans. Netw. Serv. Manage.

Author:

Zhu Min¹^ORCID,Chen Qi²,Gu Jiahua¹^ORCID,Gu Pingping³

Affiliation:

1. National Mobile Communications Research Laboratory, Southeast University, Nanjing, China

2. School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai, China

3. Legal Department, Taicang T&W Electronics Company Ltd., Taicang, China

Funder

Key Research and Development Program of Jiangsu Province

Transformation Program of Scientific and Technological Achievements of Jiangsu Province

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Computer Networks and Communications

Link

http://xplorestaging.ieee.org/ielx7/4275028/9917435/09766412.pdf?arnumber=9766412

Reference33 articles.

1. Highly efficient data migration and backup for big data applications in elastic optical inter-data-center networks

2. Experience Replay for Optimal Control of Nonzero-Sum Game Systems With Unknown Dynamics

3. Dynamic VNF Forwarding Graph Extension Algorithms

4. Elastic Bandwidth Allocation in Flexible OFDM-Based Optical Networks

5. Manycast and anycast routing for replica placement in datacenter networks

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1. Optical routing: link failure detection-aided optimal routing in elastic optical networks using hybrid deep learning with target-based feature pool formation;Australian Journal of Electrical and Electronics Engineering;2024-05-28

2. TABDeep: A two-level action branch architecture-based deep reinforcement learning for distributed sub-tree scheduling of online multicast sessions in EON;Computer Networks;2024-04

3. A Two-Stage GCN-Based Deep Reinforcement Learning Framework for SFC Embedding in Multi-Datacenter Networks;IEEE Transactions on Network and Service Management;2023-12

4. Security-aware 5G RAN slice mapping with tiered isolation in physical-layer secured metro-aggregation elastic optical networks using heuristic-assisted DRL;Journal of Optical Communications and Networking;2023-11-24

5. Nonlinear Impairment-Aware RMSA Under the Sliding Scheduled Traffic Model for EONs Based on Deep Reinforcement Learning;Journal of Lightwave Technology;2023-11-15

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