作者
Mihail Balanici, Pooyan Safari, Behnam Shariati, Aydin Jafari, Johannes Karl Fischer, Ronald Freund
发表日期
2024/3/24
研讨会论文
2024 Optical Fiber Communications Conference and Exhibition (OFC)
页码范围
1-3
出版商
IEEE
简介
We demonstrate a real-time ML-assisted network automation pipeline for dynamic, autonomous link-capacity allocation based on traffic-flow forecasting for optical metro aggregation networks. Its performance is compared to that of a classic, static bandwidth provisioning scheme.
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M Balanici, P Safari, B Shariati, A Jafari, JK Fischer… - 2024 Optical Fiber Communications Conference and …, 2024