What technologies support Kappa architecture?

What technologies support Kappa architecture?

Kappa architecture primarily relies on technologies like Apache Kafka for stream processing, along with tools like Apache Flink and Apache Spark for real-time data processing.

Can you explain how Apache Kafka fits into this architecture?

Sure! Apache Kafka acts as a distributed messaging system that allows for the ingestion of real-time data streams, making it a core component of Kappa architecture.

What are the advantages of using Kappa architecture over Lambda architecture?

Kappa architecture simplifies the data processing pipeline by using a single stream processing model, reducing complexity and maintenance compared to Lambda architecture.

Are there any specific use cases where Kappa architecture is preferred?

Yes, Kappa architecture is often preferred in scenarios requiring real-time analytics, such as fraud detection, recommendation systems, and monitoring applications.