how netflix uses kafka for real time recommendations based on user behavior
Netflix leverages Apache Kafka as a foundational component of its real-time data infrastructure to power personalized recommendations based on user behavior. Here’s how it works: 1. Real-Time Event Ingestion 2. Kafka as the Central Event Backbone 3. Stream Processing for Real-Time Signals 4. Feeding the Recommendation Engine 5. Feedback Loop and Model Updates 6. Scalability […]
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