Saturday, June 21, 2025

Apache Kafka usecases

 

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Real-Time Data Streaming

A shopping website uses Kafka to track users' clicks on or buys in real time for better recommendations.

Event-Driven Architectures
When a customer places an order, Kafka sends events to different services like payments, inventory, and shipping without them needing to talk to each other directly.

Log Aggregation
A company uses Kafka to collect error logs from different servers in real time, making finding and fixing issues easier.

Data Integration and ETL
Streaming data from a sales system to a reporting tool so the company can analyze sales in real-time.

Metrics and Monitoring

Streaming server health data to a dashboard to track performance and spot issues quickly.

Message Queue Replacement
A stock trading platform uses Kafka to make sure trade orders are processed quickly and accurately.
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