Low Complexity Approaches for End-to-End Latency Prediction

no code implementations • 31 Jan 2023 • Pierre Larrenie, Jean-François Bercher, Olivier Venard, Iyad Lahsen-Cherif

Software Defined Networks have opened the door to statistical and AI-based techniques to improve efficiency of networking.

Low Complexity Adaptive Machine Learning Approaches for End-to-End Latency Prediction

no code implementations • 31 Jan 2023 • Pierre Larrenie, Jean-François Bercher, Olivier Venard, Iyad Lahsen-Cherif

In this paper, we improve our previously proposed low-cost estimators [6] by adding the adaptive dimension, and show that the performances are minimally modified while gaining the ability to track varying networks.