Documentation

In the field of machine learning operations (MLOps) and network analytics, the automation of machine learning workflows is crucial for ensuring scalability, efficiency, and reliability. In 5G networks, the Network Data Analytics Function (NWDAF) is responsible for collecting and analyzing network data to optimize performance and detect anomalies in real time.

📄️ Use Cases & Scenario

Here you can find the project Use Cases and a Scenario related to the use case we are going to implement.

📄️ Requirements

Here is presented the requirements elicitation methods, functional requirements (divided by the respective components) and non-functional requirements.

📄️ Architecture

Diagram

📄️ Monitoring Dashboard Mockups

This mockup was developed in Figma.

📄️ Data flow

The following diagram shows the exchange of messages between the different components of our system.

📄️ Calendar

Updated the project calendar, outlining tasks along the timeline and detailing work distribution among team members.

📄️ Project Context