From e7f8b8b996862aa6df9312891bba6ef8a9399a7a Mon Sep 17 00:00:00 2001 From: jilnogold Date: Mon, 16 May 2022 09:07:59 +0300 Subject: [PATCH] add netops demo --- README.md | 13 +++++++++++++ 1 file changed, 13 insertions(+) diff --git a/README.md b/README.md index db1b661..574adbd 100644 --- a/README.md +++ b/README.md @@ -132,6 +132,19 @@ For full usage instructions, run the script with the `-h` or `--help` flag: feature sets, then train the models, then deploy it as an online serving function, and then close the loop with model monitoring. + + NetOps Demo: Predictive Network Operations/Telemetry + +
Open locally + + +
View on GitHub + + This demo demonstrates how to build an automated machine-learning (ML) pipeline for predicting network outages based on network-device telemetry, also known as Network Operations (NetOps). +The demo implements feature engineering, model training, testing, inference, and model monitoring (with concept-drift detection). +The demo uses a offline/real-time metrics simulator to generate semi-random network telemetry data that is used across the pipeline. + +