How to use Kafka for Real-time Streaming Example In Apache
For example, it would be an e-commerce company tracking users’ activities in real-time and recommending products based on their activity on the site. Here is how Kafka can be put to use:
- User Activity Tracking: For this, the company uses Kafka Producers to send data about activities of users to a topic ‘user_activity‘.
- Real-Time Processing: This means that a Kafka consumer subscribed to the topic “user_activities” should process data—all events being consumed are those from real time. Each event can have patterns or preferences processed.
- Recommendation Generation: Based on this, the system should be in a position to generate personalized product recommendations for each user.
How to Use Apache Kafka for Real-Time Data Streaming?
In the present era, when data is king, many businesses are realizing that there is processing information in real-time, which is allowing Apache Kafka, the current clear leader with an excellent framework for real-time data streaming.
This article dives into the heart of Apache Kafka and its application in real-time data streaming, providing insight and practical guidance on how to use the technology.
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