A Machine Learning Framework for Scalable Routing and Wavelength Assignment in Large Optical Networks

被引：0
|
作者：
Andreoletti, Davide [1 ]
Rottondi, Cristina [2 ]
Bianco, Andrea [2 ]
Giordano, Silvia [1 ]
机构：
[1] Univ Appl Sci Southern Switzerland, Networking Lab, Viganello, Switzerland
[2] Politecn Torino, Turin, Italy
来源：
2021 OPTICAL FIBER COMMUNICATIONS CONFERENCE AND EXPOSITION (OFC) | 2021年
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 perform a machine-learning-based network pruning that significantly reduces the complexity of routing and wavelength assignment in large optical networks. A significant computational time reduction is achieved by accepting a minor deterioration of the obtained solution. (C) 2021 The Author(s)
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页数：3
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