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Sarva Bharan
Sarva Bharan

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System Design 15 - Event-Driven Architecture: Let Your Systems Talk in Real-Time

Intro:

Event-driven architecture (EDA) powers modern, responsive systems by letting components communicate through events. It’s like a group chat where everyone listens for updates and reacts in real time.


1. What’s Event-Driven Architecture?

  • Definition: A design pattern where components react to events (state changes) instead of relying on direct calls.

2. Components of EDA

  • Event Producers: Generate events (e.g., a user clicks "Buy").
  • Event Consumers: Listen and react to events (e.g., create an order).
  • Event Broker: Manages event delivery (e.g., Kafka, RabbitMQ).

3. Types of Event-Driven Patterns

  • Pub/Sub (Publish-Subscribe): Producers publish events to topics, and consumers subscribe to relevant ones.
    • Example: An order service publishes "Order Placed," and inventory, payment, and notification services listen.
  • Event Sourcing: Captures changes as events, rebuilding the system’s state from the event log.
    • Example: Banking ledgers tracking every transaction instead of updating balances directly.

4. Benefits of EDA

  • Scalability: Decouples components for independent scaling.
  • Flexibility: Add new consumers without touching producers.
  • Real-Time Responsiveness: Enables instant reactions to user actions or system changes.

5. Real-World Use Cases

  • E-Commerce: Trigger inventory updates, payment processing, and shipping notifications on order placement.
  • IoT Systems: React to sensor data, like turning on AC when room temperature crosses a threshold.
  • Social Media: Notify users in real time when their post gets likes or comments.

6. Tools and Frameworks for EDA

  • Event Brokers:
    • Kafka: High-throughput, distributed messaging system.
    • RabbitMQ: Simple yet powerful for queue-based messaging.
  • Frameworks:
    • Axon Framework: Java-based event sourcing and CQRS.
    • NestJS EventEmitter: Node.js-friendly for managing events.
  • Cloud Services:
    • AWS SNS/SQS: Simple and scalable pub/sub and queue systems.
    • Google Pub/Sub: Real-time messaging for cloud-native apps.

7. Challenges and Pitfalls

  • Complex Debugging: Events flying everywhere make tracing errors harder.
  • Message Ordering: Ensuring consumers handle events in the right order can be tricky.
  • Overhead: Keeping brokers and consumers in sync adds infrastructure complexity.

Closing Tip: Event-driven architecture makes your app as dynamic as its users. Use it to build systems that scale, react, and adapt in real time.

Cheers🥂

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