Edge Computing Platform

Description

A real-time, DevOps-centric platform for managing applications at the edge. Features advanced edge cluster management, GitOps-driven deployment (ArgoCD), CI/CD integration, monitoring (Prometheus), centralized logging, security, and offline operation support.

Key Technologies

• Kubernetes, K3s
• Docker
• ArgoCD (GitOps)
• MQTT
• FastAPI (Python backend)
• React (frontend)
• Prometheus (monitoring)
• Centralized logging (extensible to Loki/ELK)

Features

• Edge cluster management and monitoring
• GitOps-driven deployment and sync (ArgoCD API integration)
• Real-time metrics (Prometheus)
• Centralized log collection from edge agents
• CI/CD pipeline ready
• Offline operation support
• Edge security (TLS, RBAC-ready)

Quick Start

1. Clone the repo

   git clone https://github.com/yourusername/edge-computing-platform.git
   cd edge-computing-platform

2. Backend setup

   cd central_backend
   pip install -r requirements.txt
   uvicorn main:app --reload

3. Frontend setup

   cd ../edge-dashboard
   npm install
   npm start

4. Edge Agent

   cd ../edge_agent
   pip install -r ../central_backend/requirements.txt
   python agent.py

5. Prometheus
   • Add the backend /metrics endpoint to your Prometheus scrape config.

Project Structure

central_backend/   # FastAPI backend, MQTT, Prometheus, ArgoCD API integration
edge-dashboard/    # React frontend dashboard
edge_agent/        # Python agent for edge nodes

License

MIT

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Topics/Keywords

Kubernetes, K3s, Edge Computing, DevOps, GitOps, ArgoCD, CI/CD, MQTT, Prometheus, FastAPI, React, Docker, Monitoring, Logging, Security, Centralized Logging, Edge Agent, Offline Operation, RBAC, Loki, ELK