Google Cloud Platform Complete Guide

graph TB
    A[Google Cloud Platform] --> B[Infrastructure as a Service - IaaS]
    A --> C[Platform as a Service - PaaS]
    A --> D[Software as a Service - SaaS]
    A --> E[Function as a Service - FaaS]

    B --> F[Compute Engine]
    B --> G[Virtual Private Cloud]
    B --> H[Cloud Storage]

    C --> I[App Engine]
    C --> J[Cloud Functions]
    C --> K[Cloud Run]

    D --> L[Google Workspace]
    D --> M[BigQuery]
    D --> N[Cloud AI APIs]

    E --> O[Cloud Functions]
    E --> P[Cloud Run]

graph TB
    A[GCP Global Infrastructure] --> B[Regions]
    A --> C[Zones]
    A --> D[Points of Presence - PoPs]
    A --> E[Network Edge Locations]

    B --> F[Independent Geographic Areas]
    B --> G[Multiple Zones per Region]
    B --> H[Data Sovereignty]

    C --> I[Isolated Fault Domains]
    C --> J[Low-latency Connectivity]
    C --> K[High Availability]

    D --> L[Global Network]
    D --> M[CDN Edge Caching]
    D --> N[Premium Network Tier]

mindmap
  root((GCP Services))
    Compute
      Compute Engine
      App Engine
      Cloud Functions
      Cloud Run
      GKE
    Storage
      Cloud Storage
      Persistent Disk
      Filestore
      Archive Storage
    Database
      Cloud SQL
      Firestore
      BigQuery
      Cloud Spanner
      Bigtable
    Networking
      VPC
      Cloud Load Balancing
      Cloud CDN
      Cloud DNS
    AI/ML
      Vertex AI
      AutoML
      Vision API
      Natural Language API
    Analytics
      BigQuery
      Dataflow
      Pub/Sub
      Cloud Composer

graph LR
    A[Cloud Providers] --> B[Google Cloud Platform]
    A --> C[Amazon Web Services]
    A --> D[Microsoft Azure]

    B --> E[Strengths]
    E --> F[Data Analytics]
    E --> G[Machine Learning]
    E --> H[Kubernetes]
    E --> I[Network Performance]

    B --> J[Key Differentiators]
    J --> K[BigQuery]
    J --> L[TensorFlow Integration]
    J --> M[Live Migration]
    J --> N[Sustained Use Discounts]

graph TB
    A[Organization] --> B[Folders]
    B --> C[Projects]
    C --> D[Resources]

    A --> E[Company/Domain Level]
    B --> F[Departments/Teams]
    C --> G[Applications/Environments]
    D --> H[VMs, Storage, etc.]

    I[IAM Inheritance] --> J[Organization Policies]
    I --> K[Folder Policies]
    I --> L[Project Policies]
    I --> M[Resource Policies]

graph LR
    A[IAM Components] --> B[Members]
    A --> C[Roles]
    A --> D[Policies]
    A --> E[Resources]

    B --> F[Google Accounts]
    B --> G[Service Accounts]
    B --> H[Google Groups]
    B --> I[Domains]

    C --> J[Primitive Roles]
    C --> K[Predefined Roles]
    C --> L[Custom Roles]

    J --> M[Owner]
    J --> N[Editor]
    J --> O[Viewer]

graph TB
    A[Billing Account] --> B[Payment Methods]
    A --> C[Billing Profiles]
    A --> D[Projects]

    D --> E[Resources]
    E --> F[Usage Tracking]
    F --> G[Cost Allocation]

    H[Cost Management] --> I[Budgets]
    H --> J[Alerts]
    H --> K[Billing Export]
    H --> L[Cost Optimization]

    I --> M[Threshold Alerts]
    J --> N[Email Notifications]
    K --> O[BigQuery Export]
    L --> P[Rightsizing Recommendations]

sequenceDiagram
    participant App
    participant SA as Service Account
    participant IAM
    participant GCP as GCP Service

    App->>SA: Request Access Token
    SA->>IAM: Authenticate with Key
    IAM->>SA: Return Access Token
    SA->>App: Provide Token
    App->>GCP: API Call with Token
    GCP->>IAM: Validate Token
    IAM->>GCP: Token Valid
    GCP->>App: Service Response

graph TB
    A[Compute Engine] --> B[Virtual Machine Instances]
    A --> C[Machine Types]
    A --> D[Images]
    A --> E[Instance Groups]
    A --> F[Load Balancing]

    C --> G[Standard]
    C --> H[High-Memory]
    C --> I[High-CPU]
    C --> J[Custom]
    C --> K[Preemptible]

    D --> L[Public Images]
    D --> M[Custom Images]
    D --> N[Community Images]

    E --> O[Managed Instance Groups]
    E --> P[Unmanaged Instance Groups]

stateDiagram-v2
    [*] --> PROVISIONING
    PROVISIONING --> STAGING
    STAGING --> RUNNING
    RUNNING --> STOPPING
    STOPPING --> STOPPED
    STOPPED --> RUNNING
    RUNNING --> TERMINATED
    STOPPED --> TERMINATED
    TERMINATED --> [*]

    RUNNING --> SUSPENDING
    SUSPENDING --> SUSPENDED
    SUSPENDED --> RUNNING

graph TB
    A[App Engine] --> B[Standard Environment]
    A --> C[Flexible Environment]

    B --> D[Sandboxed Runtime]
    B --> E[Automatic Scaling]
    B --> F[Free Tier]
    B --> G[Language Runtimes]

    C --> H[Docker Containers]
    C --> I[Custom Runtimes]
    C --> J[SSH Access]
    C --> K[Background Processes]

    G --> L[Python]
    G --> M[Java]
    G --> N[Node.js]
    G --> O[Go]
    G --> P[PHP]

graph LR
    A[Cloud Functions] --> B[HTTP Triggers]
    A --> C[Cloud Storage Triggers]
    A --> D[Pub/Sub Triggers]
    A --> E[Firestore Triggers]
    A --> F[Firebase Triggers]

    G[Function Execution] --> H[Event Source]
    H --> I[Function Code]
    I --> J[Runtime Environment]
    J --> K[Response/Action]

    L[Supported Runtimes] --> M[Node.js]
    L --> N[Python]
    L --> O[Go]
    L --> P[Java]
    L --> Q[.NET]

graph TB
    A[Cloud Run] --> B[Serverless Containers]
    A --> C[Auto-scaling]
    A --> D[Pay-per-use]
    A --> E[Portable]

    B --> F[Any Language/Runtime]
    B --> G[Container Images]
    B --> H[HTTP/gRPC Services]

    C --> I[0 to N instances]
    C --> J[Request-driven]
    C --> K[Concurrency Control]

    E --> L[Kubernetes Compatibility]
    E --> M[Anthos Integration]

graph TB
    A[Cloud Storage] --> B[Storage Classes]
    A --> C[Buckets]
    A --> D[Objects]
    A --> E[Access Control]

    B --> F[Standard]
    B --> G[Nearline]
    B --> H[Coldline]
    B --> I[Archive]

    F --> J[Frequent AccessHigh Performance]
    G --> K[Monthly AccessLower Cost]
    H --> L[Quarterly AccessVery Low Cost]
    I --> M[Annual AccessLowest Cost]

    E --> N[IAM]
    E --> O[ACLs]
    E --> P[Signed URLs]
    E --> Q[Bucket Policies]

graph LR
    A[Cloud Storage Features] --> B[Lifecycle Management]
    A --> C[Versioning]
    A --> D[Cross-Region Replication]
    A --> E[Transfer Service]
    A --> F[CDN Integration]

    B --> G[Automatic Transitions]
    B --> H[Deletion Rules]

    C --> I[Object Versions]
    C --> J[Version Control]

    D --> K[Geographic Redundancy]
    D --> L[Disaster Recovery]

    E --> M[Data Import/Export]
    E --> N[Scheduled Transfers]

graph TB
    A[Persistent Disk] --> B[Standard Persistent Disk]
    A --> C[SSD Persistent Disk]
    A --> D[Local SSD]
    A --> E[Regional Persistent Disk]

    B --> F[Lower CostStandard Performance]
    C --> G[Higher CostHigh Performance]
    D --> H[Highest PerformanceTemporary Storage]
    E --> I[Regional ReplicationHigh Availability]

    J[Features] --> K[Snapshots]
    J --> L[Encryption]
    J --> M[Resizing]
    J --> N[Multi-attach]

graph TB
    A[Cloud SQL] --> B[Supported Databases]
    A --> C[Features]
    A --> D[High Availability]
    A --> E[Security]

    B --> F[MySQL]
    B --> G[PostgreSQL]
    B --> H[SQL Server]

    C --> I[Automated Backups]
    C --> J[Point-in-time Recovery]
    C --> K[Read Replicas]
    C --> L[Automatic Scaling]

    D --> M[Regional Persistence]
    D --> N[Failover Replicas]

    E --> O[Encryption at Rest]
    E --> P[Private IP]
    E --> Q[IAM Integration]

graph LR
    A[Firestore] --> B[Document Model]
    A --> C[Real-time Updates]
    A --> D[Multi-region]
    A --> E[ACID Transactions]

    B --> F[Collections]
    F --> G[Documents]
    G --> H[Subcollections]

    C --> I[Live Synchronization]
    C --> J[Offline Support]

    D --> K[Global Distribution]
    D --> L[Strong Consistency]

    E --> M[Atomicity]
    E --> N[Consistency]
    E --> O[Isolation]
    E --> P[Durability]

graph TB
    A[BigQuery] --> B[Serverless Data Warehouse]
    A --> C[SQL Analytics]
    A --> D[Machine Learning]
    A --> E[Data Integration]

    B --> F[Petabyte Scale]
    B --> G[No Infrastructure Management]
    B --> H[Auto-scaling]

    C --> I[Standard SQL]
    C --> J[Columnar Storage]
    C --> K[Parallel Processing]

    D --> L[BigQuery ML]
    D --> M[Built-in ML Functions]

    E --> N[Data Transfer Service]
    E --> O[Streaming Inserts]
    E --> P[Federated Queries]

graph TB
    A[Cloud Spanner] --> B[Global Consistency]
    A --> C[Horizontal Scaling]
    A --> D[SQL Interface]
    A --> E[ACID Transactions]

    B --> F[External Consistency]
    B --> G[Global Transactions]
    B --> H[TrueTime API]

    C --> I[Automatic Sharding]
    C --> J[Regional/Multi-regional]
    C --> K[Hotspotting Prevention]

    D --> L[Standard SQL]
    D --> M[Schema Migrations]

    E --> N[Strong Consistency]
    E --> O[Serializable Isolation]

graph TB
    A[VPC Network] --> B[Subnets]
    A --> C[Firewall Rules]
    A --> D[Routes]
    A --> E[VPC Peering]

    B --> F[Regional Subnets]
    B --> G[IP Address Ranges]
    B --> H[Private Google Access]

    C --> I[Ingress Rules]
    C --> J[Egress Rules]
    C --> K[Target Tags]
    C --> L[Service Accounts]

    D --> M[System Routes]
    D --> N[Custom Routes]
    D --> O[Default Route]

    E --> P[Cross-VPC Communication]
    E --> Q[Transitive Peering]

graph LR
    A[VPC Network] --> B[Subnet Aus-central1]
    A --> C[Subnet Bus-east1]
    A --> D[Subnet Ceurope-west1]

    B --> E[VM Instance 1]
    B --> F[VM Instance 2]

    C --> G[VM Instance 3]

    D --> H[VM Instance 4]

    I[Firewall Rules] --> J[Allow HTTP]
    I --> K[Allow SSH]
    I --> L[Allow Internal]

    M[Cloud Router] --> N[Cloud VPN]
    M --> O[Cloud Interconnect]

graph TB
    A[Load Balancing] --> B[Global Load Balancers]
    A --> C[Regional Load Balancers]

    B --> D[HTTP/HTTPS]
    B --> E[SSL Proxy]
    B --> F[TCP Proxy]

    C --> G[Network Load Balancer]
    C --> H[Internal Load Balancer]

    I[Load Balancer Components] --> J[Frontend]
    I --> K[Backend Services]
    I --> L[Health Checks]
    I --> M[URL Maps]

    J --> N[IP Address]
    J --> O[Port]
    J --> P[Protocol]

graph TB
    A[Cloud CDN] --> B[Edge Locations]
    A --> C[Origin Servers]
    A --> D[Caching Policies]
    A --> E[Security Features]

    B --> F[Global Distribution]
    B --> G[Low Latency]
    B --> H[High Bandwidth]

    C --> I[Compute Engine]
    C --> J[Cloud Storage]
    C --> K[External Origins]

    D --> L[Cache Keys]
    D --> M[TTL Settings]
    D --> N[Cache Invalidation]

    E --> O[SSL/TLS]
    E --> P[Cloud Armor]
    E --> Q[Origin Authentication]

graph TB
    A[Hybrid Connectivity] --> B[Cloud VPN]
    A --> C[Cloud Interconnect]

    B --> D[Site-to-Site VPN]
    B --> E[IPSec Tunnels]
    B --> F[Dynamic Routing]

    C --> G[Dedicated Interconnect]
    C --> H[Partner Interconnect]

    G --> I[Physical Connection]
    G --> J[Higher Bandwidth]
    G --> K[Lower Latency]

    H --> L[Service Provider]
    H --> M[Flexible Capacity]
    H --> N[Faster Provisioning]

    O[On-Premises] --> P[Cloud Router]
    P --> Q[GCP VPC]

graph TB
    A[IAM Policy] --> B[Members]
    A --> C[Roles]
    A --> D[Conditions]

    B --> E[Users]
    B --> F[Service Accounts]
    B --> G[Groups]
    B --> H[Domains]

    C --> I[Primitive Roles]
    C --> J[Predefined Roles]
    C --> K[Custom Roles]

    I --> L[Owner]
    I --> M[Editor]
    I --> N[Viewer]

    J --> O[Compute Admin]
    J --> P[Storage Admin]
    J --> Q[BigQuery User]

    D --> R[Time-based]
    D --> S[IP-based]
    D --> T[Device-based]

mindmap
  root((Security Best Practices))
    Identity Management
      Service Accounts
      Least Privilege
      MFA Implementation
      Regular Audits
    Network Security
      VPC Firewall Rules
      Private Google Access
      Cloud NAT
      VPN/Interconnect
    Data Protection
      Encryption at Rest
      Encryption in Transit
      Key Management
      Data Loss Prevention
    Compliance
      Security Command Center
      Cloud Audit Logs
      Binary Authorization
      Policy Intelligence

graph LR
    A[Cloud KMS] --> B[Key Rings]
    B --> C[Crypto Keys]
    C --> D[Key Versions]

    E[Key Operations] --> F[Encrypt]
    E --> G[Decrypt]
    E --> H[Sign]
    E --> I[Verify]

    J[Key Types] --> K[Symmetric]
    J --> L[Asymmetric]

    K --> M[AES-256]
    L --> N[RSA]
    L --> O[Elliptic Curve]

    P[Integration] --> Q[Cloud Storage]
    P --> R[Compute Engine]
    P --> S[BigQuery]
    P --> T[Application Layer]

sequenceDiagram
    participant User
    participant IAM
    participant Resource
    participant Audit

    User->>IAM: Authentication Request
    IAM->>IAM: Verify Identity
    IAM->>User: Authentication Success
    User->>Resource: Access Request
    Resource->>IAM: Authorization Check
    IAM->>IAM: Evaluate Policies
    IAM->>Resource: Authorization Result
    Resource->>User: Access Granted/Denied
    Resource->>Audit: Log Access Attempt

graph TB
    A[Security Command Center] --> B[Asset Discovery]
    A --> C[Vulnerability Assessment]
    A --> D[Threat Detection]
    A --> E[Compliance Monitoring]

    B --> F[Resource Inventory]
    B --> G[Configuration Changes]
    B --> H[Asset Classification]

    C --> I[Web Security Scanner]
    C --> J[Container Analysis]
    C --> K[Binary Authorization]

    D --> L[Anomaly Detection]
    D --> M[Threat Intelligence]
    D --> N[Event Timeline]

    E --> O[Policy Violations]
    E --> P[Compliance Reports]
    E --> Q[Remediation Guidance]

mindmap
  root((Analytics Services))
    Data Ingestion
      Pub/Sub
      Dataflow
      Transfer Service
      Dataprep
    Data Storage
      BigQuery
      Cloud Storage
      Bigtable
      Cloud SQL
    Data Processing
      Dataflow
      Dataproc
      Cloud Composer
      Dataprep
    Data Visualization
      Data Studio
      Looker
      Jupyter Notebooks
    Machine Learning
      Vertex AI
      AutoML
      BigQuery ML

graph LR
    A[Publishers] --> B[Pub/Sub Topics]
    B --> C[Subscriptions]
    C --> D[Subscribers]

    A --> E[Applications]
    A --> F[IoT Devices]
    A --> G[Services]

    B --> H[Message Ordering]
    B --> I[Message Filtering]
    B --> J[Dead Letter Topics]

    C --> K[Push Subscriptions]
    C --> L[Pull Subscriptions]

    D --> M[Cloud Functions]
    D --> N[App Engine]
    D --> O[Compute Engine]
    D --> P[External Systems]

graph TB
    A[Dataflow] --> B[Batch Processing]
    A --> C[Stream Processing]
    A --> D[Unified Programming Model]

    B --> E[ETL Jobs]
    B --> F[Data Transformation]
    B --> G[Historical Analysis]

    C --> H[Real-time Analytics]
    C --> I[Event Processing]
    C --> J[Windowing]

    D --> K[Apache Beam SDK]
    D --> L[Templates]
    D --> M[SQL Interface]

    N[Data Sources] --> O[Pub/Sub]
    N --> P[Cloud Storage]
    N --> Q[BigQuery]
    N --> R[Kafka]

    S[Data Sinks] --> T[BigQuery]
    S --> U[Cloud Storage]
    S --> V[Bigtable]
    S --> W[Pub/Sub]

graph TB
    A[BigQuery] --> B[Dremel Engine]
    A --> C[Colossus Storage]
    A --> D[Jupiter Network]
    A --> E[Borg Orchestration]

    B --> F[SQL Query Engine]
    B --> G[Columnar Storage]
    B --> H[Tree Architecture]

    C --> I[Distributed File System]
    C --> J[Data Replication]
    C --> K[Automatic Sharding]

    D --> L[High-speed Network]
    D --> M[Petabit Bandwidth]

    E --> N[Resource Management]
    E --> O[Auto-scaling]

    P[Query Execution] --> Q[Root Server]
    Q --> R[Intermediate Servers]
    R --> S[Leaf Servers]
    S --> T[Storage Layer]

graph TB
    A[Data Sources] --> B[Ingestion Layer]
    B --> C[Storage Layer]
    C --> D[Processing Layer]
    D --> E[Analytics Layer]

    A --> F[Databases]
    A --> G[Applications]
    A --> H[IoT Streams]
    A --> I[File Systems]

    B --> J[Pub/Sub]
    B --> K[Transfer Service]
    B --> L[Dataflow]
    B --> M[Third-party Tools]

    C --> N[Cloud Storage]
    C --> O[Raw Data Zone]
    C --> P[Processed Data Zone]
    C --> Q[Curated Data Zone]

    D --> R[Dataflow]
    D --> S[Dataproc]
    D --> T[Cloud Functions]
    D --> U[Dataprep]

    E --> V[BigQuery]
    E --> W[Data Studio]
    E --> X[Vertex AI]
    E --> Y[Looker]

graph TB
    A[Cloud Composer] --> B[Workflow Orchestration]
    A --> C[Apache Airflow]
    A --> D[Managed Service]

    B --> E[DAGs - Directed Acyclic Graphs]
    B --> F[Task Dependencies]
    B --> G[Scheduling]
    B --> H[Monitoring]

    C --> I[Python-based]
    C --> J[Extensible]
    C --> K[Rich UI]
    C --> L[Integration]

    D --> M[Auto-scaling]
    D --> N[High Availability]
    D --> O[Security]
    D --> P[Monitoring]

    Q[Workflow Example] --> R[Extract Data]
    R --> S[Transform Data]
    S --> T[Load to BigQuery]
    T --> U[Generate Reports]

graph TB
    A[GCP AI/ML Stack] --> B[Pre-trained APIs]
    A --> C[AutoML]
    A --> D[Vertex AI]
    A --> E[TensorFlow]

    B --> F[Vision API]
    B --> G[Natural Language API]
    B --> H[Translation API]
    B --> I[Speech-to-Text API]
    B --> J[Text-to-Speech API]

    C --> K[AutoML Vision]
    C --> L[AutoML Natural Language]
    C --> M[AutoML Tables]
    C --> N[AutoML Translation]

    D --> O[Unified ML Platform]
    D --> P[Model Training]
    D --> Q[Model Deployment]
    D --> R[Feature Store]

    E --> S[Open Source Framework]
    E --> T[Custom Models]
    E --> U[Research]

graph LR
    A[Vertex AI] --> B[Data Preparation]
    A --> C[Model Training]
    A --> D[Model Evaluation]
    A --> E[Model Deployment]
    A --> F[Model Monitoring]

    B --> G[Vertex AI Workbench]
    B --> H[Data Labeling]
    B --> I[Feature Store]

    C --> J[Custom Training]
    C --> K[AutoML Training]
    C --> L[Hyperparameter Tuning]

    D --> M[Model Evaluation Metrics]
    D --> N[Fairness Indicators]

    E --> O[Batch Prediction]
    E --> P[Online Prediction]
    E --> Q[Edge Deployment]

    F --> R[Model Drift Detection]
    F --> S[Performance Monitoring]

sequenceDiagram
    participant DS as Data Scientist
    participant VW as Vertex Workbench
    participant VA as Vertex AI
    participant BQ as BigQuery
    participant CS as Cloud Storage

    DS->>VW: Create Notebook
    VW->>BQ: Query Training Data
    BQ-->>VW: Return Dataset
    VW->>CS: Store Preprocessed Data
    DS->>VA: Submit Training Job
    VA->>CS: Access Training Data
    VA->>VA: Train Model
    VA->>CS: Save Model Artifacts
    DS->>VA: Deploy Model
    VA->>VA: Create Endpoint
    DS->>VA: Make Predictions
    VA-->>DS: Return Predictions

graph TB
    A[AutoML Workflow] --> B[Data Upload]
    B --> C[Data Preprocessing]
    C --> D[Feature Engineering]
    D --> E[Model Architecture Search]
    E --> F[Hyperparameter Optimization]
    F --> G[Model Training]
    G --> H[Model Evaluation]
    H --> I[Model Deployment]

    B --> J[CSV, Images, Text, Video]
    C --> K[Data Validation]
    C --> L[Missing Value Handling]
    D --> M[Automated Feature Selection]
    E --> N[Neural Architecture Search]
    F --> O[Automated Tuning]
    G --> P[Distributed Training]
    H --> Q[Performance Metrics]
    I --> R[REST API Endpoint]

graph LR
    A[BigQuery ML] --> B[Data Preparation]
    A --> C[Model Creation]
    A --> D[Model Evaluation]
    A --> E[Model Prediction]

    B --> F[SQL Queries]
    B --> G[Feature Engineering]
    B --> H[Data Splitting]

    C --> I[CREATE MODEL]
    C --> J[Linear Regression]
    C --> K[Logistic Regression]
    C --> L[K-means Clustering]
    C --> M[Deep Neural Networks]
    C --> N[Time Series Forecasting]

    D --> O[ML.EVALUATE]
    D --> P[Performance Metrics]

    E --> Q[ML.PREDICT]
    E --> R[Batch Predictions]
    E --> S[Real-time Scoring]

graph TB
    A[Cloud Build] --> B[Build Triggers]
    A --> C[Build Configuration]
    A --> D[Build Steps]
    A --> E[Artifacts]

    B --> F[GitHub Integration]
    B --> G[Cloud Source Repositories]
    B --> H[Bitbucket Integration]
    B --> I[Manual Triggers]

    C --> J[cloudbuild.yaml]
    C --> K[Dockerfile]
    C --> L[Build Templates]

    D --> M[Build Image]
    D --> N[Run Tests]
    D --> O[Deploy Application]
    D --> P[Custom Steps]

    E --> Q[Container Registry]
    E --> R[Artifact Registry]
    E --> S[Cloud Storage]

sequenceDiagram
    participant Dev as Developer
    participant SCM as Source Control
    participant CB as Cloud Build
    participant CR as Container Registry
    participant GKE as GKE Cluster
    participant Mon as Monitoring

    Dev->>SCM: Git Push
    SCM->>CB: Trigger Build
    CB->>CB: Run Tests
    CB->>CB: Build Container
    CB->>CR: Push Image
    CB->>GKE: Deploy Application
    GKE->>Mon: Application Metrics
    Mon->>Dev: Deployment Status

graph TB
    A[Deployment Manager] --> B[Templates]
    A --> C[Configurations]
    A --> D[Deployments]
    A --> E[Resources]

    B --> F[Jinja2 Templates]
    B --> G[Python Templates]
    B --> H[Reusable Components]

    C --> I[YAML Configuration]
    C --> J[Parameters]
    C --> K[Environment Variables]

    D --> L[Create Deployment]
    D --> M[Update Deployment]
    D --> N[Delete Deployment]
    D --> O[Preview Changes]

    E --> P[Compute Instances]
    E --> Q[Load Balancers]
    E --> R[Storage Resources]
    E --> S[Network Components]

graph LR
    A[Cloud Source Repositories] --> B[Git Hosting]
    A --> C[Integration]
    A --> D[Security]
    A --> E[Collaboration]

    B --> F[Private Git Repositories]
    B --> G[Branch Management]
    B --> H[Code History]

    C --> I[Cloud Build Triggers]
    C --> J[IDE Integration]
    C --> K[Cloud Shell Editor]

    D --> L[IAM Integration]
    D --> M[Audit Logging]
    D --> N[Encryption]

    E --> O[Code Reviews]
    E --> P[Team Permissions]
    E --> Q[Mirroring]

graph TB
    A[Binary Authorization] --> B[Attestation]
    A --> C[Policy Enforcement]
    A --> D[Continuous Verification]

    B --> E[Build Attestation]
    B --> F[Vulnerability Scan]
    B --> G[Quality Gate]
    B --> H[Manual Approval]

    C --> I[Deployment Policy]
    C --> J[Cluster Admission Controller]
    C --> K[Image Verification]

    D --> L[Runtime Monitoring]
    D --> M[Policy Violations]
    D --> N[Audit Trail]

    O[Build Process] --> P[Container Image]
    P --> Q[Vulnerability Scanning]
    Q --> R[Attestation Creation]
    R --> S[Policy Check]
    S --> T[Deployment Decision]

graph TB
    A[Serverless on GCP] --> B[Cloud Functions]
    A --> C[Cloud Run]
    A --> D[App Engine]
    A --> E[Workflows]

    B --> F[Event-driven Functions]
    B --> G[HTTP Functions]
    B --> H[Background Functions]

    C --> I[Containerized Serverless]
    C --> J[Any Language/Runtime]
    C --> K[Request-driven Scaling]

    D --> L[Platform as a Service]
    D --> M[Zero Server Management]
    D --> N[Integrated Services]

    E --> O[Workflow Orchestration]
    E --> P[Service Integration]
    E --> Q[Error Handling]

graph LR
    A[Event Sources] --> B[Event Triggers]
    B --> C[Serverless Functions]
    C --> D[Event Processing]
    D --> E[Output Actions]

    A --> F[Cloud Storage]
    A --> G[Pub/Sub]
    A --> H[Firestore]
    A --> I[HTTP Requests]

    B --> J[Cloud Functions Triggers]
    B --> K[Eventarc]
    B --> L[Cloud Run Events]

    C --> M[Function Execution]
    C --> N[Container Startup]
    C --> O[Auto-scaling]

    E --> P[Database Updates]
    E --> Q[API Calls]
    E --> R[File Operations]
    E --> S[Notifications]

stateDiagram-v2
    [*] --> StartWorkflow
    StartWorkflow --> DataValidation
    DataValidation --> ProcessData : Valid
    DataValidation --> ErrorHandling : Invalid
    ProcessData --> CallAPI
    CallAPI --> SaveResults : Success
    CallAPI --> RetryLogic : Failure
    RetryLogic --> CallAPI : Retry
    RetryLogic --> ErrorHandling : Max Retries
    SaveResults --> SendNotification
    SendNotification --> [*]
    ErrorHandling --> LogError
    LogError --> [*]

graph TB
    A[Eventarc] --> B[Event Sources]
    A --> C[Event Routing]
    A --> D[Event Targets]
    A --> E[Event Filtering]

    B --> F[Cloud Storage]
    B --> G[Pub/Sub]
    B --> H[Audit Logs]
    B --> I[Custom Applications]

    C --> J[Cloud Events Format]
    C --> K[Event Delivery]
    C --> L[Retry Logic]

    D --> M[Cloud Run Services]
    D --> N[Cloud Functions]
    D --> O[GKE Services]
    D --> P[Workflows]

    E --> Q[Attribute Filtering]
    E --> R[Path Filtering]
    E --> S[Content-based Routing]

graph TB
    A[GKE Cluster] --> B[Control Plane]
    A --> C[Node Pools]
    A --> D[Networking]
    A --> E[Storage]

    B --> F[API Server]
    B --> G[etcd]
    B --> H[Scheduler]
    B --> I[Controller Manager]

    C --> J[Standard Nodes]
    C --> K[Preemptible Nodes]
    C --> L[Spot Nodes]
    C --> M[Auto-scaling]

    D --> N[VPC-native Networking]
    D --> O[Service Mesh]
    D --> P[Network Policies]

    E --> Q[Persistent Volumes]
    E --> R[Storage Classes]
    E --> S[CSI Drivers]

graph LR
    A[GKE Cluster Types] --> B[Standard Cluster]
    A --> C[Autopilot Cluster]

    B --> D[Full Control]
    B --> E[Node Management]
    B --> F[Custom Configuration]
    B --> G[Lower Cost for Predictable Workloads]

    C --> H[Simplified Management]
    C --> I[Google-managed Nodes]
    C --> J[Optimized Configuration]
    C --> K[Pay-per-Pod Pricing]

    L[Autopilot Benefits] --> M[Security Hardening]
    L --> N[Resource Optimization]
    L --> O[Reduced Operational Overhead]
    L --> P[SLA Guarantees]

graph TB
    A[Container Image Management] --> B[Container Registry]
    A --> C[Artifact Registry]

    B --> D[Docker Images]
    B --> E[Basic Image Storage]
    B --> F[Vulnerability Scanning]

    C --> G[Multi-format Support]
    C --> H[Regional Repositories]
    C --> I[Enhanced Security]
    C --> J[Fine-grained Access Control]

    G --> K[Docker Images]
    G --> L[Maven Artifacts]
    G --> M[npm Packages]
    G --> N[Python Packages]

    O[Integration] --> P[Cloud Build]
    O --> Q[GKE]
    O --> R[Cloud Run]
    O --> S[Compute Engine]

graph TB
    A[Istio on GKE] --> B[Data Plane]
    A --> C[Control Plane]
    A --> D[Features]

    B --> E[Envoy Sidecars]
    B --> F[Proxy Traffic]
    B --> G[Telemetry Collection]

    C --> H[Pilot]
    C --> I[Citadel]
    C --> J[Galley]

    D --> K[Traffic Management]
    D --> L[Security]
    D --> M[Observability]
    D --> N[Policy Enforcement]

    K --> O[Load Balancing]
    K --> P[Circuit Breaking]
    K --> Q[Canary Deployments]

    L --> R[mTLS]
    L --> S[Authentication]
    L --> T[Authorization]

graph LR
    A[Deployment Strategies] --> B[Rolling Update]
    A --> C[Blue-Green]
    A --> D[Canary]
    A --> E[A/B Testing]

    B --> F[Gradual Replacement]
    B --> G[Zero Downtime]
    B --> H[Easy Rollback]

    C --> I[Parallel Environments]
    C --> J[Instant Switching]
    C --> K[Resource Intensive]

    D --> L[Progressive Traffic Shift]
    D --> M[Risk Mitigation]
    D --> N[Metrics-based Decisions]

    E --> O[Feature Flag Integration]
    E --> P[User Segmentation]
    E --> Q[Performance Comparison]

graph TB
    A[Cloud Operations Suite] --> B[Cloud Monitoring]
    A --> C[Cloud Logging]
    A --> D[Cloud Trace]
    A --> E[Cloud Profiler]
    A --> F[Cloud Debugger]
    A --> G[Error Reporting]

    B --> H[Metrics Collection]
    B --> I[Alerting]
    B --> J[Dashboards]
    B --> K[Uptime Monitoring]

    C --> L[Log Aggregation]
    C --> M[Log Analysis]
    C --> N[Log-based Metrics]
    C --> O[Log Routing]

    D --> P[Distributed Tracing]
    D --> Q[Latency Analysis]
    D --> R[Performance Insights]

    E --> S[Performance Profiling]
    E --> T[Resource Usage Analysis]

    F --> U[Live Debugging]
    F --> V[Code Inspection]

    G --> W[Error Tracking]
    G --> X[Error Analysis]

graph LR
    A[Applications] --> B[Metrics Export]
    B --> C[Cloud Monitoring]
    C --> D[Dashboards]
    C --> E[Alerting]

    A --> F[Log Generation]
    F --> G[Cloud Logging]
    G --> H[Log Analysis]
    G --> I[Log-based Alerts]

    A --> J[Trace Data]
    J --> K[Cloud Trace]
    K --> L[Performance Analysis]

    E --> M[Notification Channels]
    M --> N[Email]
    M --> O[SMS]
    M --> P[Slack]
    M --> Q[PagerDuty]

mindmap
  root((SRE Principles))
    Service Level Objectives
      SLI - Service Level Indicators
      SLO - Service Level Objectives
      SLA - Service Level Agreements
      Error Budgets
    Monitoring
      Golden Signals
      Alerting
      Dashboards
      Runbooks
    Reliability
      Fault Tolerance
      Disaster Recovery
      Capacity Planning
      Performance Optimization
    Automation
      Deployment Automation
      Incident Response
      Self-healing Systems
      Chaos Engineering

sequenceDiagram
    participant System
    participant Monitoring
    participant Alerting
    participant OnCall
    participant Response

    System->>Monitoring: Emit Metrics/Logs
    Monitoring->>Monitoring: Evaluate Conditions
    Monitoring->>Alerting: Trigger Alert
    Alerting->>OnCall: Notify Engineer
    OnCall->>Response: Incident Response
    Response->>System: Mitigation Actions
    Response->>Monitoring: Verify Resolution
    Monitoring->>Alerting: Clear Alert

graph TB
    A[Cost Management] --> B[Billing Console]
    A --> C[Cloud Asset Inventory]
    A --> D[Recommender]
    A --> E[Pricing Calculator]

    B --> F[Cost Breakdown]
    B --> G[Usage Reports]
    B --> H[Budget Alerts]
    B --> I[Export to BigQuery]

    C --> J[Resource Inventory]
    C --> K[Cost Attribution]
    C --> L[Asset Tracking]

    D --> M[Rightsizing Recommendations]
    D --> N[Idle Resource Detection]
    D --> O[Sustained Use Discounts]
    D --> P[Committed Use Discounts]

    E --> Q[Architecture Cost Estimation]
    E --> R[Service Comparison]
    E --> S[Regional Pricing]

mindmap
  root((Cost Optimization))
    Resource Management
      Rightsizing VMs
      Preemptible Instances
      Sustained Use Discounts
      Committed Use Discounts
    Storage Optimization
      Lifecycle Policies
      Storage Class Selection
      Data Compression
      Duplicate Elimination
    Network Optimization
      Regional Placement
      CDN Usage
      Egress Minimization
      Premium vs Standard Tier
    Automation
      Auto-scaling
      Scheduled Scaling
      Resource Cleanup
      Policy Enforcement

graph TB
    A[Billing Account] --> B[Organizations]
    B --> C[Folders]
    C --> D[Projects]
    D --> E[Resources]

    F[Cost Control] --> G[Budgets]
    F --> H[Alerts]
    F --> I[Quotas]
    F --> J[Billing Export]

    G --> K[Project-level Budgets]
    G --> L[Service-level Budgets]
    G --> M[Custom Budgets]

    H --> N[Threshold Alerts]
    H --> O[Forecasted Alerts]
    H --> P[Pub/Sub Notifications]

    I --> Q[API Quotas]
    I --> R[Resource Quotas]

    J --> S[BigQuery Export]
    J --> T[Cloud Storage Export]

graph LR
    A[GCP Pricing Models] --> B[On-Demand]
    A --> C[Preemptible/Spot]
    A --> D[Sustained Use Discounts]
    A --> E[Committed Use Discounts]
    A --> F[Reserved Capacity]

    B --> G[Pay-as-you-go]
    B --> H[No upfront commitment]
    B --> I[Highest per-unit cost]

    C --> J[Up to 80% savings]
    C --> K[Can be interrupted]
    C --> L[Fault-tolerant workloads]

    D --> M[Automatic discounts]
    D --> N[Usage-based]
    D --> O[No upfront payment]

    E --> P[1 or 3-year terms]
    E --> Q[Up to 57% savings]
    E --> R[Flexible usage]

    F --> S[BigQuery slots]
    F --> T[Guaranteed capacity]
    F --> U[Predictable costs]

graph TB
    A[Anthos] --> B[Anthos GKE]
    A --> C[Anthos Config Management]
    A --> D[Anthos Service Mesh]
    A --> E[Anthos Identity Service]

    B --> F[GKE on Google Cloud]
    B --> G[GKE on AWS]
    B --> H[GKE on Azure]
    B --> I[GKE on VMware]

    C --> J[Policy Management]
    C --> K[Configuration Sync]
    C --> L[GitOps Workflow]

    D --> M[Service-to-Service Security]
    D --> N[Traffic Management]
    D --> O[Observability]

    E --> P[Identity Federation]
    E --> Q[Single Sign-On]
    E --> R[Access Policies]

graph TB
    subgraph "On-Premises"
        A[Data Center]
        B[Legacy Applications]
        C[Databases]
        D[Anthos on VMware]
    end

    subgraph "Google Cloud"
        E[GKE Clusters]
        F[Cloud Services]
        G[BigQuery]
        H[Cloud Storage]
    end

    subgraph "Other Clouds"
        I[AWS EKS]
        J[Azure AKS]
        K[Edge Locations]
    end

    A --> L[Cloud Interconnect]
    L --> E

    D --> M[Anthos Control Plane]
    M --> E
    M --> I
    M --> J

    N[Anthos Config Management] --> D
    N --> E
    N --> I
    N --> J

graph LR
    A[Application] --> B[Anthos Deployment]

    B --> C[Google Cloud]
    B --> D[AWS]
    B --> E[Azure]
    B --> F[On-Premises]

    C --> G[GKE Cluster]
    D --> H[EKS Cluster]
    E --> I[AKS Cluster]
    F --> J[VMware Cluster]

    K[Centralized Management] --> L[Policy Enforcement]
    K --> M[Security Management]
    K --> N[Monitoring]
    K --> O[Updates]

    L --> G
    L --> H
    L --> I
    L --> J

graph TB
    A[Cloud Interconnect] --> B[Dedicated Interconnect]
    A --> C[Partner Interconnect]
    A --> D[Cloud VPN]

    B --> E[Physical Connection]
    B --> F[10 Gbps or 100 Gbps]
    B --> G[Lowest Latency]
    B --> H[Highest Throughput]

    C --> I[Service Provider Connection]
    C --> J[Flexible Bandwidth]
    C --> K[Faster Provisioning]
    C --> L[SLA Guarantees]

    D --> M[IPsec VPN Tunnels]
    D --> N[Internet-based]
    D --> O[Quick Setup]
    D --> P[Lower Bandwidth]

    Q[Use Cases] --> R[Data Migration]
    Q --> S[Hybrid Workloads]
    Q --> T[Disaster Recovery]
    Q --> U[Compliance Requirements]

graph TB
    A[Client Applications] --> B[API Gateway]
    B --> C[Load Balancer]

    C --> D[User Service]
    C --> E[Product Service]
    C --> F[Order Service]
    C --> G[Payment Service]

    D --> H[Cloud SQL]
    E --> I[Firestore]
    F --> J[Cloud Spanner]
    G --> K[Cloud SQL]

    L[Event Bus] --> M[Pub/Sub]

    D --> M
    E --> M
    F --> M
    G --> M

    N[Monitoring] --> O[Cloud Monitoring]
    N --> P[Cloud Trace]
    N --> Q[Cloud Logging]

sequenceDiagram
    participant User
    participant LB as Load Balancer
    participant CR as Cloud Run
    participant PS as Pub/Sub
    participant CF as Cloud Functions
    participant BQ as BigQuery
    participant ST as Cloud Storage

    User->>LB: HTTP Request
    LB->>CR: Route Request
    CR->>PS: Publish Event
    PS->>CF: Trigger Function
    CF->>BQ: Insert Data
    CF->>ST: Store Files
    CF->>PS: Publish Result
    PS->>CR: Notify Completion
    CR->>LB: Response
    LB->>User: Final Response

graph LR
    A[Data Sources] --> B[Pub/Sub]
    B --> C[Dataflow]
    C --> D[BigQuery]
    C --> E[Cloud Storage]

    F[Batch Sources] --> G[Cloud Storage]
    G --> H[Dataflow Batch]
    H --> D

    I[External APIs] --> J[Cloud Functions]
    J --> B

    D --> K[Data Studio]
    D --> L[Looker]
    D --> M[Vertex AI]

    N[Orchestration] --> O[Cloud Composer]
    O --> C
    O --> H
    O --> J

graph TB
    subgraph "Region 1"
        A[Zone A]
        B[Zone B]
        C[Zone C]

        A --> D[GKE Cluster]
        B --> E[GKE Cluster]
        C --> F[GKE Cluster]
    end

    subgraph "Region 2"
        G[Zone A]
        H[Zone B]
        I[Zone C]

        G --> J[GKE Cluster]
        H --> K[GKE Cluster]
        I --> L[GKE Cluster]
    end

    M[Global Load Balancer] --> D
    M --> E
    M --> F
    M --> J
    M --> K
    M --> L

    N[Cloud Spanner] --> O[Multi-region]
    P[Cloud Storage] --> Q[Multi-region]

graph TB
    A[DR Strategies] --> B[Backup and Restore]
    A --> C[Pilot Light]
    A --> D[Warm Standby]
    A --> E[Multi-site Active-Active]

    B --> F[Low Cost]
    B --> G[Higher RTO/RPO]
    B --> H[Periodic Backups]

    C --> I[Core Components Running]
    C --> J[Quick Scale-up]
    C --> K[Moderate Cost]

    D --> L[Scaled-down Replica]
    D --> M[Faster Recovery]
    D --> N[Higher Cost]

    E --> O[Full Redundancy]
    E --> P[Instant Failover]
    E --> Q[Highest Cost]

    R[RTO Targets] --> S[Minutes]
    R --> T[Hours]
    R --> U[Days]

    V[RPO Targets] --> W[Near Zero]
    V --> X[Minutes]
    V --> Y[Hours]

mindmap
  root((Security Best Practices))
    Identity & Access
      Principle of Least Privilege
      Service Account Management
      Multi-factor Authentication
      Regular Access Reviews
    Network Security
      VPC Security
      Firewall Rules
      Private Google Access
      VPN/Interconnect
    Data Protection
      Encryption at Rest
      Encryption in Transit
      Key Management
      Data Classification
    Application Security
      Container Security
      Binary Authorization
      Secret Management
      Security Scanning
    Compliance
      Audit Logging
      Compliance Monitoring
      Policy Enforcement
      Incident Response

graph TB
    A[Google Cloud Architecture Framework] --> B[Operational Excellence]
    A --> C[Security, Privacy & Compliance]
    A --> D[Reliability]
    A --> E[Cost Optimization]
    A --> F[Performance Optimization]

    B --> G[Monitoring & Alerting]
    B --> H[Incident Response]
    B --> I[Change Management]
    B --> J[Automation]

    C --> K[Identity Management]
    C --> L[Data Protection]
    C --> M[Network Security]
    C --> N[Compliance Controls]

    D --> O[Fault Tolerance]
    D --> P[Disaster Recovery]
    D --> Q[Scalability]
    D --> R[Testing]

    E --> S[Resource Optimization]
    E --> T[Cost Monitoring]
    E --> U[Pricing Models]
    E --> V[Waste Reduction]

    F --> W[Latency Optimization]
    F --> X[Throughput Optimization]
    F --> Y[Resource Selection]
    F --> Z[Global Distribution]

graph LR
    A[GCP Fundamentals] --> B[Core Services Mastery]
    B --> C[Architecture Design]
    C --> D[Specialized Services]
    D --> E[Advanced Patterns]
    E --> F[Expert Practices]

    A --> G[Cloud Concepts]
    A --> H[GCP Console]
    A --> I[Basic Services]

    B --> J[Compute, Storage, Network]
    B --> K[Security & IAM]
    B --> L[Monitoring]

    C --> M[Multi-tier Apps]
    C --> N[Microservices]
    C --> O[Event-driven]

    D --> P[AI/ML]
    D --> Q[Big Data]
    D --> R[DevOps]

    E --> S[Anthos]
    E --> T[Multi-cloud]
    E --> U[Advanced Security]

    F --> V[Optimization]
    F --> W[Best Practices]
    F --> X[Innovation]

graph TB
    A[GCP Certifications] --> B[Associate Level]
    A --> C[Professional Level]

    B --> D[Cloud Digital Leader]
    B --> E[Associate Cloud Engineer]

    C --> F[Professional Cloud Architect]
    C --> G[Professional Cloud Developer]
    C --> H[Professional Cloud DevOps Engineer]
    C --> I[Professional Data Engineer]
    C --> J[Professional Cloud Security Engineer]
    C --> K[Professional Cloud Network Engineer]
    C --> L[Professional Machine Learning Engineer]