Produktionsumgebung (EN)
ConceptLive system where ML models are deployed for end users
Architecture
flowchart TD A[Development Environment] --> B[CI/CD Pipeline] C[Test Environment] --> B B --> D[Production Environment] D --> E[Monitoring & Logging] D --> F[A/B Testing] D --> G[Scaling Mechanisms] E --> B F --> B G --> B
Features
- High Availability
- Scalability
- Performance Optimization
- Security
- Monitoring & Alerting
Related Terms
- MLOps
- Model Versioning
- Continuous Deployment
- Canary Deployment
- Blue-Green Deployment