Welcome to the Digital Twin of 5G Network!

Getting Started

• Getting Started
  • Overview
  • Prerequisites
• Installation Guide

Use Cases

• Normal Surfing
• Video Streaming
• Periodic Keep-Alive
• Short Burst Sessions
• Load Registration Anomaly
• Authentication Failure Alert

Models

• LSTM Model with Attention
• LSTM BathNorm Model
• LSTM Base Model
• LSTM Robust Model
• Classify the real data using LSTM

Data & Preprocessing

• Exploratory Data Analysis
• Label Real Dataset
• Preprocess data for LSTM

Infrastructure

• Simulate a running network
• Main orchestrator

LINKS

• 💻 Source code
• 🐞 Report an issue
• 💬 Discussions
• 🏢 FIIT STU