Kappa Architecture

Kappa Architecture is a data processing framework designed to handle real-time and historical data efficiently. It simplifies data management by using a single pipeline to process all data, whether it's streaming live or stored for later analysis. Instead of maintaining separate systems for real-time and batch data, Kappa updates data continuously, making it easier to develop, maintain, and ensure consistency. This approach allows organizations to quickly analyze current information and review historical data without complex system setups, enabling faster insights and fewer points of failure.