A comprehensive solution for managing and optimizing Internet Service Provider operations using AI, blockchain technology, and network simulation.
This project implements a modern approach to ISP management by combining:
- Network simulation and monitoring
- AI-driven bandwidth optimization with OpenAI GPT-4
- Internet Computer Protocol (ICP) for decentralized backend
- Real-time analytics dashboard
micro-isp-project/
├── ai-services/ # AI integration with OpenAI GPT-4
├── icp-backend/ # Internet Computer Protocol canisters
├── frontend/ # React & JavaScript dashboard
└── isp-simulator/ # Network simulation environment
- Simulates network topology and bandwidth allocation
- Implements real-time network monitoring
- Uses Mininet for network emulation
- Provides AI-driven bandwidth optimization suggestions
- Decentralized cloud computing platform
- Smart contracts for bandwidth allocation
- Transparent bandwidth management
- Secure and scalable data storage
- Developed with Motoko or Rust
- Real-time network metrics visualization
- Network topology viewer
- AI insights display
- Bandwidth allocation management
- Built with React and JavaScript
- OpenAI GPT-4 integration
- Predictive bandwidth analytics
- Optimization algorithms
- Usage pattern analysis
- Python 3.12+
- Node.js
- Mininet
- DFINITY SDK (dfx) for Internet Computer development
- OpenAI API access
- Clone the repository:
git clone [repository-url]- Set up the ISP Simulator:
cd isp-simulator
python -m venv myenv
source myenv/bin/activate
pip install -r requirements.txt- Set up the ICP backend:
cd icp-backend
dfx start --background
dfx deploy- Set up the frontend:
cd frontend
npm install- Configure AI services:
cd ai-services
python -m venv myenv
source myenv/bin/activate
pip install -r requirements.txt
# Configure your OpenAI API key in .env file- Start the network simulation:
cd isp-simulator
sudo python network_simulator.py- Start the local ICP replica (if not already running):
cd icp-backend
dfx start- Run the frontend development server:
cd frontend
npm run dev- Monitor the network through the dashboard at
http://localhost:5173
- Real-time network monitoring
- OpenAI-powered bandwidth optimization
- Decentralized backend on Internet Computer
- Interactive network topology visualization
- Bandwidth usage analytics
- Smart contract integration
- Automated network management
- Fork the repository
- Create your feature branch (
git checkout -b feature/AmazingFeature) - Commit your changes (
git commit -m 'Add some AmazingFeature') - Push to the branch (
git push origin feature/AmazingFeature) - Open a Pull Request
This project is licensed under the MIT License - see the LICENSE file for details
