Digital Twin of 5G Network Logo

Getting Started

  • Getting Started
  • 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
Digital Twin of 5G Network
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© Copyright 2025, David Truhlar.

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