Cloud Computing

  1. Cloud Computing Technologies
    1. Virtualization
      1. Definition and Importance
        1. Hypervisors
          1. Type 1 Hypervisors (Bare Metal)
            1. Benefits and Use Cases
              1. Examples of Type 1 Hypervisors
              2. Type 2 Hypervisors (Hosted)
                1. Benefits and Limitations
                  1. Examples of Type 2 Hypervisors
                2. Virtual Networks
                  1. Software-Defined Networking (SDN)
                    1. Introduction and Overview
                      1. Key Components
                        1. Use Cases and Benefits
                        2. Network Virtualization
                          1. VLANs and VPNs
                            1. Network Functions Virtualization (NFV)
                              1. Implementation and Management
                          2. Containers and Orchestration
                            1. Introduction to Containers
                              1. Definition and Core Concepts
                                1. Comparison with Virtual Machines
                                  1. Key Advantages
                                  2. Containerization Technologies
                                    1. Docker
                                      1. Architecture and Components
                                        1. Container Management
                                          1. Use Cases
                                          2. Other Container Platforms
                                            1. Podman
                                              1. LXC/LXD
                                                1. Open Container Initiative (OCI)
                                              2. Kubernetes and Other Orchestration Tools
                                                1. Kubernetes Architecture
                                                  1. Master Node Components
                                                    1. Worker Node Components
                                                    2. Kubernetes Features
                                                      1. Scaling and Deployment
                                                        1. Service Discovery and Load Balancing
                                                          1. Security and Networking
                                                          2. Alternatives to Kubernetes
                                                            1. Docker Swarm
                                                              1. Apache Mesos
                                                                1. Amazon ECS and EKS
                                                            2. Serverless Computing
                                                              1. Definition and Characteristics
                                                                1. Execution Models
                                                                  1. Function as a Service (FaaS)
                                                                    1. Overview and Providers
                                                                      1. Ideal Use Cases
                                                                      2. Backend as a Service (BaaS)
                                                                        1. Services Offered
                                                                          1. Advantages and Limitations
                                                                        2. Event-driven Architectures
                                                                          1. Event Sources and Triggers
                                                                            1. Designing Serverless Applications
                                                                              1. Use Cases and Examples
                                                                              2. Comparison with Traditional Architectures
                                                                                1. Cost Efficiency
                                                                                  1. Scalability
                                                                                    1. Time to Market