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Cloud Curriculum

A curated list of resources to become a cloud expert in a self-paced manner.

Concepts

Domain-Driven Design

  • Why is DDD relevant here??
  • Evolving to a ubiquitous language
  • Strategic design
  • Tactical design

Distributed System Fundamentals

  • The network is reliable
  • Latency is zero
  • Bandwidth is infinite
  • The network is secure
  • Topology doesn't change
  • There is one administrator
  • Transport cost is zero

Architecture styles

  • Big Ball of Mud (Monolith)
  • Unitary (Single Machine / Device)
  • Client / Server
  • Layered
  • Pipeline
  • Microkernel
  • Service Based
  • Event Driven
  • Space-Based
  • Orchestration / Service Based
  • Microservices

12-factor applications

Evolving the Architecture

Cloud Building Blocks

Compute

  • Virtual Machines
  • Containers
  • Kubernetes
  • Functions as a Service
  • Application Templates

Storage

  • Object
  • Block
  • Filestore
  • Backup
  • Data Transfer

Network

  • Virtual Networks
  • Dedicated interconnect connection
  • Network Security
  • Network Monitoring
  • Domains and DNS
  • DNS
  • Web Application Firewall

Database

  • Relational
  • Non-Relational
    • Key Value
    • Document
    • Graph
    • Column Family

Data Transfer

Edge Services

  • Load Balancing
  • Service Mesh
  • Service Discovery
  • CDN

Delivery

  • CI Pipelines
  • CD Pipelines
  • Artifact Management

Security

  • Identity and Access Management
  • Custom Identity
  • Data Loss Prevention
  • Compliance Automation
  • Hardware Security Module

Data Analytics

  • Data Discovery & Metadata Management
  • Business Intelligence
  • Data Integration/ETL
  • Data Processing
  • Data Warehouse
  • Stream Processing
  • Batch Processing

Design Scenarios

Applications

  • Classic 3-tier monolith
  • RESTful Microservices
  • Event-Driven Microservices
  • Batch Application
  • Batch Flow
  • Streaming Microservices
  • Sagas/Complex Event Processors

Cross-Functional

  • Application Configuration
  • Secrets Configuration
  • Certificates Managmement
  • Aggregated Logging
  • Distributed Tracing
  • Resource Monitoring
  • Profiling
  • Audit Logging
  • Dashboarding

Management & Tooling

  • Cost Management
  • API Management

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