Cloud Native Development

  1. Advanced Cloud Native Concepts
    1. Service Mesh
      1. Service Mesh Architecture
        1. Data Plane
          1. Control Plane
            1. Service Mesh Interface (SMI)
            2. Key Features
              1. Traffic Management
                1. Load Balancing
                  1. Traffic Shaping
                    1. Circuit Breaking
                      1. Retry Logic
                      2. Security
                        1. Mutual TLS (mTLS)
                          1. Identity and Access Control
                            1. Policy Enforcement
                            2. Observability
                              1. Distributed Tracing Integration
                                1. Metrics Collection
                                  1. Access Logging
                                2. Sidecar Proxy Pattern
                                  1. Proxy Injection
                                    1. Traffic Interception
                                      1. Service Discovery
                                      2. Service Mesh Adoption
                                        1. Migration Strategies
                                          1. Performance Considerations
                                            1. Operational Complexity
                                          2. Serverless Computing
                                            1. Serverless Principles
                                              1. Event-Driven Architecture
                                                1. Stateless Execution
                                                  1. Automatic Scaling
                                                    1. Pay-per-Use
                                                    2. Functions as a Service (FaaS)
                                                      1. Function Lifecycle
                                                        1. Cold Starts
                                                          1. Warm Starts
                                                            1. Function Packaging
                                                            2. Event Sources
                                                              1. HTTP Triggers
                                                                1. Message Queues
                                                                  1. Database Events
                                                                    1. File System Events
                                                                    2. Serverless Platforms
                                                                      1. AWS Lambda
                                                                        1. Azure Functions
                                                                          1. Google Cloud Functions
                                                                            1. Knative
                                                                            2. Benefits and Limitations
                                                                              1. Cost Efficiency
                                                                                1. Scalability
                                                                                  1. Vendor Lock-in
                                                                                    1. Performance Constraints
                                                                                    2. Serverless Patterns
                                                                                      1. Function Composition
                                                                                        1. Event Sourcing
                                                                                          1. CQRS
                                                                                            1. Saga Pattern
                                                                                          2. Cloud Native Security
                                                                                            1. Security Model
                                                                                              1. The 4Cs of Cloud Native Security
                                                                                                1. Cloud Security
                                                                                                  1. Cluster Security
                                                                                                    1. Container Security
                                                                                                      1. Code Security
                                                                                                      2. Shared Responsibility Model
                                                                                                        1. Defense in Depth
                                                                                                        2. Cloud Security
                                                                                                          1. Identity and Access Management (IAM)
                                                                                                            1. Network Security
                                                                                                              1. Data Encryption
                                                                                                                1. Compliance and Governance
                                                                                                                2. Cluster Security
                                                                                                                  1. RBAC (Role-Based Access Control)
                                                                                                                    1. Network Segmentation
                                                                                                                      1. Pod Security Standards
                                                                                                                        1. Admission Controllers
                                                                                                                        2. Container Security
                                                                                                                          1. Image Security
                                                                                                                            1. Vulnerability Scanning
                                                                                                                              1. Image Signing
                                                                                                                                1. Trusted Registries
                                                                                                                                2. Runtime Security
                                                                                                                                  1. Runtime Protection
                                                                                                                                    1. Behavioral Analysis
                                                                                                                                      1. Intrusion Detection
                                                                                                                                    2. Code Security
                                                                                                                                      1. Static Application Security Testing (SAST)
                                                                                                                                        1. Dynamic Application Security Testing (DAST)
                                                                                                                                          1. Dependency Management
                                                                                                                                            1. Software Composition Analysis (SCA)
                                                                                                                                            2. Supply Chain Security
                                                                                                                                              1. Software Bill of Materials (SBOM)
                                                                                                                                                1. Provenance Tracking
                                                                                                                                                  1. Artifact Signing
                                                                                                                                                    1. Trusted Registries
                                                                                                                                                    2. Secrets Management
                                                                                                                                                      1. Secret Storage Solutions
                                                                                                                                                        1. Access Control for Secrets
                                                                                                                                                          1. Secret Rotation
                                                                                                                                                            1. Encryption at Rest
                                                                                                                                                            2. Network Security
                                                                                                                                                              1. Network Policies
                                                                                                                                                                1. Service Mesh Security
                                                                                                                                                                  1. Zero Trust Networking
                                                                                                                                                                    1. Micro-segmentation
                                                                                                                                                                    2. Security Monitoring
                                                                                                                                                                      1. Security Information and Event Management (SIEM)
                                                                                                                                                                        1. Threat Detection
                                                                                                                                                                          1. Incident Response
                                                                                                                                                                            1. Forensics
                                                                                                                                                                          2. Chaos Engineering
                                                                                                                                                                            1. Chaos Engineering Principles
                                                                                                                                                                              1. Hypothesis-Driven Experiments
                                                                                                                                                                                1. Controlled Fault Injection
                                                                                                                                                                                  1. Blast Radius Limitation
                                                                                                                                                                                    1. Automation and Continuous Testing
                                                                                                                                                                                    2. Experiment Design
                                                                                                                                                                                      1. Steady State Definition
                                                                                                                                                                                        1. Hypothesis Formation
                                                                                                                                                                                          1. Variable Identification
                                                                                                                                                                                            1. Metrics Selection
                                                                                                                                                                                            2. Fault Injection Techniques
                                                                                                                                                                                              1. Network Failures
                                                                                                                                                                                                1. Resource Exhaustion
                                                                                                                                                                                                  1. Service Failures
                                                                                                                                                                                                    1. Infrastructure Failures
                                                                                                                                                                                                    2. Chaos Engineering Tools
                                                                                                                                                                                                      1. Chaos Monkey
                                                                                                                                                                                                        1. Gremlin
                                                                                                                                                                                                          1. Litmus
                                                                                                                                                                                                            1. Chaos Toolkit
                                                                                                                                                                                                            2. Building Resilient Systems
                                                                                                                                                                                                              1. Learning from Failures
                                                                                                                                                                                                                1. Improving System Design
                                                                                                                                                                                                                  1. Incident Response Preparation
                                                                                                                                                                                                                    1. Cultural Change
                                                                                                                                                                                                                    2. Chaos Engineering in Practice
                                                                                                                                                                                                                      1. Game Days
                                                                                                                                                                                                                        1. Disaster Recovery Testing
                                                                                                                                                                                                                          1. Performance Testing
                                                                                                                                                                                                                            1. Security Testing

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                                                                                                                                                                                                                        6. Cloud Native Observability

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                                                                                                                                                                                                                        8. Cloud Native Platforms and Ecosystem