LSP-REC

https://lsprec.vercel.app/

Published Papers for this project

1. https://ojs.aaai.org/index.php/AAAI-SS/article/view/35555
2. https://link.springer.com/chapter/10.1007/978-3-032-05607-8_12

Project Setup

Backend Setup

cd backend
npm install dotenv
npm install multer
npm audit fix

Run Backend

cd backend
npm start

Frontend Setup

cd frontend
npm install
npm audit fix

Start Frontend

cd frontend
npm run dev

Analytics & Monitoring

Start Analytics Stack (Prometheus + Grafana)

Run this command to start monitoring your application:

.\manage-dashboards.ps1 -Action start

Then open http://localhost:3000 in your browser.

Login

UserName: admin
Password: admin

View three auto-provisioned dashboards:

• Performance Dashboard - Request latency, throughput, status codes, CPU/memory
• System Metrics Dashboard - Memory, CPU, GC, event loop lag
• Analytics Dashboard - Request distribution and latency analysis

Stop Analytics Stack

.\manage-dashboards.ps1 -Action stop

Additional Commands

# Check stack status
.\manage-dashboards.ps1 -Action status

# Backup dashboards
.\manage-dashboards.ps1 -Action backup

View Metrics

• Prometheus: http://localhost:9090
• Grafana: http://localhost:3000