[Backend] Advanced Monitoring System

[jobbykings]

Implement comprehensive monitoring system with distributed tracing, anomaly detection, predictive alerting, and advanced analytics.

Files to Modify:

Backend:
backend/src/monitoring/DistributedTracing.ts (new file)
backend/src/monitoring/AnomalyDetector.ts (new file)
backend/src/monitoring/PredictiveAlerting.ts (new file)
backend/src/monitoring/MetricsCollector.ts (new file)
backend/src/services/monitoring/MonitoringService.ts (new file)
backend/src/models/Metric.ts (new file)
backend/src/models/Alert.ts (new file)

Frontend:
frontend/src/components/Monitoring/MonitoringDashboard.tsx (new file)
frontend/src/components/Monitoring/AlertManager.tsx (new file)

Acceptance Criteria:
-Distributed tracing across microservices
-Anomaly detection with machine learning
-Predictive alerting for system issues
-Comprehensive metrics collection
-Real-time monitoring dashboard
-Integration with APM tools
-Performance impact analysis
-Custom alert rules and thresholds
-Monitoring data retention and archiving
-Performance optimization for monitoring

[lifewithbigdamz]

@lifewithbigdamz has applied to work on this issue as part of the Stellar Wave Program's 3rd wave.

i would like to work on this

ℹ️ Repo Maintainers: To accept this application, review their application or assign @lifewithbigdamz to this issue.

[drips-wave]

Congratulations, @lifewithbigdamz! 🎉 Your application was accepted by the repo's maintainers, and the issue is due on March 30, 2026.

🧑‍💻 @lifewithbigdamz: Please resolve the issue such that the repo's maintainers have enough time to review your contribution before the due date. You'll earn Points for completing the issue on-time, which will make you eligible for a share of the Stellar Wave Program's reward pool.

Warning

When opening a PR, please link it to this issue to ensure it gets tracked accurately. Points are awarded when this issue is marked as completed by the maintainer.

🤠 Repo maintainers: Please keep an eye on the contributor's progress and review their work before the due date. You can manage this issue, including adjusting its complexity and points, here.

🌊 Happy Wave 🌊