Lambda Architecture

The Rise of Kappa Architecture in the Era of Agentic AI and Data Streaming

The shift from Lambda to Kappa architecture reflects the growing demand for unified, real-time data pipelines that serve both analytical…

2 months ago

Analytics vs. Transactions in Data Streaming with Apache Kafka

Workloads for analytics and transactions have very unlike characteristics and requirements. Many people think that Apache Kafka is not built…

3 years ago

Kappa Architecture is Mainstream Replacing Lambda

Real-time data beats slow data. That's true for almost every use case. Nevertheless, enterprise architects build new infrastructures with the…

4 years ago