Cloud-Native Patterns

This section covers cloud-native architecture patterns and design principles for building applications that fully leverage cloud computing capabilities.

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☁️ Serverless Patterns

  • Function as a Service (FaaS) - AWS Lambda best practices and patterns

  • Serverless Orchestration - Step Functions and workflow patterns

  • Event-Driven Serverless - Serverless event processing architectures

  • Cold Start Optimization - Performance tuning for serverless functions

🐳 Container Patterns

  • Container Orchestration - Kubernetes deployment strategies

  • Service Mesh Patterns - Istio and Linkerd implementations

  • Container Security - Secure containerization practices

  • Multi-Container Applications - Docker Compose and pod patterns

πŸ”„ DevOps Patterns

  • GitOps Architecture - Infrastructure as Code with Git workflows

  • CI/CD Pipeline Patterns - Continuous integration and deployment

  • Blue-Green Deployment - Zero-downtime deployment strategies

  • Canary Releases - Gradual rollout patterns

πŸ“ˆ Auto-Scaling Patterns

  • Horizontal Pod Autoscaling - Kubernetes scaling strategies

  • Vertical Scaling - Resource optimization patterns

  • Predictive Scaling - ML-driven scaling decisions

  • Cost Optimization - Efficient resource utilization

🌐 Multi-Cloud Patterns

  • Cloud Abstraction - Vendor-agnostic architectures

  • Hybrid Cloud - On-premises and cloud integration

  • Disaster Recovery - Cross-cloud backup and failover

  • Data Portability - Cloud migration strategies

Key Principles

  • 12-Factor App - Cloud-native application methodology

  • Immutable Infrastructure - Infrastructure as disposable resources

  • Microservices First - Service-oriented architecture

  • API-Driven - Everything accessible via APIs

  • Observable Systems - Built-in monitoring and logging

  • Resilient Design - Fault tolerance and self-healing

Technology Stack

AWS Cloud-Native Services

  • Compute: Lambda, ECS, EKS, Fargate

  • Storage: S3, EFS, EBS

  • Databases: RDS, DynamoDB, Aurora Serverless

  • Networking: VPC, CloudFront, Route 53

  • Security: IAM, Secrets Manager, Parameter Store

Container Technologies

  • Orchestration: Kubernetes, Docker Swarm, AWS ECS

  • Service Mesh: Istio, Linkerd, AWS App Mesh

  • Registry: Docker Hub, Amazon ECR, Harbor

  • Security: Aqua, Twistlock, Falco

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