Develop Real-time Performance Monitoring Dashboard #41
Description
Related to: US-8-1: Real-time Performance Monitoring
Labels: priority/high, epic/monitoring, type/dashboard
Milestone: Epic 8 - Monitoring & Guardrails
Description:
Create comprehensive real-time monitoring dashboard that provides visibility into model compression processes, performance metrics, and system health.
Acceptance Criteria:
- Implement real-time metrics collection and aggregation
- Create interactive visualization dashboard with multiple views
- Add customizable alerting and notification system
- Implement historical data analysis and trending
- Create performance baseline tracking and comparison
- Add drill-down capabilities for detailed analysis
- Implement dashboard customization and user preferences
- Include mobile-responsive design and offline capabilities
Implementation Notes:
- Use efficient time-series databases for metrics storage
- Implement streaming analytics for real-time processing
- Add support for multiple visualization types (charts, graphs, heatmaps)
- Consider using modern web frameworks for responsive UI