Performance and Optimization Strategies
Coming soon! This tutorial will cover:
What You’ll Learn
- Performance Monitoring: APM and observability setup
- Database Optimization: Query tuning and indexing
- API Optimization: Response compression and caching
- Frontend Performance: Asset optimization and CDN
- Auto-scaling: Horizontal and vertical scaling
- Load Testing: Stress testing your application
- Bottleneck Analysis: Identifying and fixing performance issues
Topics Covered
Observability Stack
- Application Performance Monitoring (APM)
- Distributed tracing with OpenTelemetry
- Metrics collection with Prometheus
- Log aggregation with ELK stack
- Custom dashboards with Grafana
Performance Optimization
- Database query optimization
- N+1 query elimination
- Connection pooling strategies
- Memory usage optimization
- CPU profiling and optimization
Scaling Strategies
- Horizontal pod autoscaling
- Vertical scaling triggers
- Database read replicas
- CDN configuration
- Edge computing implementation
Load Testing
- Performance baseline establishment
- Stress testing with k6
- Load testing automation
- Performance regression detection
Stay tuned for the complete tutorial!