Abstract
We showcase a proof-of-concept demonstration of a ML pipeline for real-time traffic forecasting deployed on a passive optical access network using an XGS-PON compatible telemetry framework. The demonstration reveals the benefits of fine-granular telemetry streaming for QoS monitoring and adaptive capacity adjustment of end-customers.
© 2022 The Author(s)
PDF ArticleMore Like This
Luyao Guan, Min Zhang, Danshi Wang, and Chunyu Zhang
F1D.4 Optical Fiber Communication Conference (OFC) 2021
Luyao Guan, Min Zhang, and Danshi Wang
W2A.29 Optical Fiber Communication Conference (OFC) 2020
B. Shariati, H. Qarawlus, S. Biehs, J.-J. Pedreno-Manresa, P. Safari, M. Balanici, A. Bouchedoub, H. Haße, A. Autenrieth, J. K. Fischer, and R. Freund
M3G.2 Optical Fiber Communication Conference (OFC) 2023