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4. Communication Patterns

Communication Patterns

Understanding how data travels between systems is crucial for designing scalable applications.

How Clients and Servers Communicate

Communication follows a basic sequence:

  1. Client sends a request (HTTP, SQL, etc.).
  2. Request is transmitted over the network.
  3. Server receives and processes the request.
  4. Server sends a response.
  5. Client receives and processes the response.

The Request-Response Cycle (HTTP Example)

Browser requests https://example.com

DNS resolves domain to IP address

Browser sends HTTP GET request to web server

Web server processes request (queries DB if needed)

Server sends HTTP response (e.g., 200 OK)

Browser renders the webpage


Synchronous vs Asynchronous Communication

PatternDescriptionExample
SynchronousClient waits for a response before proceeding (Blocking).REST APIs, Traditional web apps.
AsynchronousClient doesn't wait and can perform other tasks (Non-Blocking).WebSockets, Background jobs, AJAX.

Synchronous Communication (Blocking)

Asynchronous Communication (Non-Blocking)


Stateless vs Stateful Servers

Stateless Servers

  • No memory of past interactions; each request is independent.
  • Benefits: Easily scalable, simple caching, better load balancing.
  • Example: REST APIs, HTTP servers.

Stateful Servers

  • Maintain session information across multiple requests.
  • Benefits: Personalized user experiences, seamless state tracking.
  • Example: Multiplayer games, Real-time banking.

Importance of DNS in Large-Scale Systems

DNS isn't just for naming; it's a tool for traffic management:

  • Ensuring High Availability: Load balancing using DNS.
  • DNS Failover: Automatically switching to a passive server if the primary goes down.
  • CDN Integration: Directing users to the nearest "edge" node for content delivery.

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Last updated on Thu Mar 12 2026