Anomaly Detection in Telco Network at Orange
Tuesday, November 14, 2023
The objective of the Smartnet.ai project at Orange is the reduction of time between malfunction in the telecommunication system and recognition of its root cause. Although this project is for a Telco, its aim is universal for all industries dealing with constant service delivery. The Orange team put into production a scalable system on Google Cloud Platform. Its Deep Neural Network module allows for anomaly detection and data engineering for identifying the root cause. The system works in a streaming mode with data quality and drift monitoring modules.