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

被引：0

作者：

Chen, Zhuo ^{[1
]}

Zhang, Jiawei ^{[1
]}

Zhang, Bojun ^{[1
]}

Wang, Ruikun ^{[1
]}

Ma, Huangxu ^{[1
]}

Ji, Yuefeng ^{[1
]}

机构：

[1] Beijing Univ Posts & Telecommun BUPT, State Key Lab Informat Photon & Opt Commun, Beijing, Peoples R China

来源：

2022 OPTICAL FIBER COMMUNICATIONS CONFERENCE AND EXHIBITION (OFC) | 2022年

基金：

国家重点研发计划;

关键词：

D O I：

暂无

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

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. (C) 2022 The Author(s)

引用

页数：3

共 3 条

[1] ADMIRE: collaborative data-driven and model-driven intelligent routing engine for traffic grooming in multi-layer X-Haul networks
Zhang, Jiawei
Chen, Zhuo
Zhang, Bojun
Wang, Ruikun
Ma, Huangxu
Ji, Yuefeng
JOURNAL OF OPTICAL COMMUNICATIONS AND NETWORKING, 2023, 15 (02) : A63 - A73
[2] Data-Driven Cross-Layer Fault Management Architecture for Sensor Networks
Vihman, Lauri
Kruusmaa, Maarja
Raik, Jaan
2020 16TH EUROPEAN DEPENDABLE COMPUTING CONFERENCE (EDCC 2020), 2020, : 33 - 40
[3] A data-driven intelligent planning model for UAVs routing networks in mobile Internet of Things
Meng, Dian
Xiao, Yang
Guo, Zhiwei
Jolfaei, Alireza
Qin, Lanxia
Lu, Xinting
Xiang, Qiao
COMPUTER COMMUNICATIONS, 2021, 179 : 231 - 241

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