Advanced Big Data & Data Engineering
Q86 / 100

What is the key architectural difference between "Lambda" and "Kappa" architectures for big data processing?

Correct! Well done.

Incorrect.

The correct answer is A) Lambda maintains separate batch and streaming pipelines that may produce different code paths; Kappa uses a single streaming pipeline for both real-time and historical reprocessing

A

Correct Answer

Lambda maintains separate batch and streaming pipelines that may produce different code paths; Kappa uses a single streaming pipeline for both real-time and historical reprocessing

Explanation

Lambda runs parallel batch and stream layers (risking logic divergence), while Kappa simplifies by treating all data as a stream, reprocessing from the log when needed.

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