ENCODE: Encoding NetFlows for Network Anomaly Detection

1 code implementation • 8 Jul 2022 • Clinton Cao, Annibale Panichella, Sicco Verwer, Agathe Blaise, Filippo Rebecchi

The first step for these machine learning pipelines is to pre-process the data before it is given to the machine learning algorithm.

Anomaly Detection BIG-bench Machine Learning

Learning State Machines to Monitor and Detect Anomalies on a Kubernetes Cluster

no code implementations • 28 Jun 2022 • Clinton Cao, Agathe Blaise, Sicco Verwer, Filippo Rebecchi

In this work, we propose an approach that learns state machine models to model the runtime behaviour of a cloud environment that runs multiple microservice applications.