Data Engineering

Kappa architecture is a data-processing architecture that is designed to process data in real time. It is a single-layer architecture that uses a streaming processing engine to process data as it is received. This architecture is simpler and more efficient than the Lambda architecture, and it can be implemented at a lower cost.

Lambda architecture is a data processing architecture designed to handle large amounts of data by combining batch processing with real-time stream processing.Lambda architecture provides a way to handle both real-time and batch processing in a single architecture.