This repository contains a Python-based Telecom Network Simulator designed to model and analyze the behavior of telecommunication networks. The simulator helps understand network dynamics, performance metrics, and traffic flow within telecom systems.
- Network Component Simulation: Models various network components such as base stations, routers, and user devices.
- Traffic Modeling: Simulates data traffic between devices within the network.
- Performance Metrics: Provides key performance indicators for comprehensive analysis.
- Modularity: Offers a scalable and modular design for easy customization and extension.
Ensure you have the following installed:
- Python: Version 3.7 or later.
- Required Libraries: Listed in the
requirements.txtfile.
Install the dependencies using:
pip install -r requirements.txtThe main.py script is the entry point for the Telecom Network Simulator. It orchestrates the entire simulation process, performing the following steps:
Create Network Topology:
Constructs the network's structure using the NetworkTopology class. Visualizes the created network topology.
Simulate Normal Traffic:
Generates and logs normal network traffic before introducing any disruptions. Saves traffic logs in the results/normal_traffic_logs.csv file.
Introduce Bottlenecks:
Simulates network bottlenecks using the BottleneckSimulation class. Introduces multiple bottlenecks and logs them in the results/bottleneck_logs.csv file.
Simulate Post-Bottleneck Traffic:
Generates and logs network traffic after bottlenecks have been introduced. Saves the post-bottleneck traffic logs in the results/post_bottleneck_traffic_logs.csv file.
Completion:
Notifies the user that the simulation is complete and directs them to the results directory for detailed logs. This script provides a comprehensive workflow to analyze network behavior under normal and bottlenecked conditions, making it useful for performance evaluation and troubleshooting.
Run the main.py file using:
python main.py