Hadoop - Modern Data Architecture with Hadoop
Which key principle differentiates the Kappa architecture from traditional Lambda architecture in data processing?
Which key principle differentiates the Kappa architecture from traditional Lambda architecture in data processing?
easy📝 Conceptual Q1 of 15
Step-by-Step Solution
Solution:
Step 1: Understand Lambda architecture
Lambda uses separate batch and speed layers to process data.Step 2: Identify Kappa's approach
Kappa simplifies by processing all data as a stream, eliminating batch layer.Final Answer:
Processing all data as a continuous stream without a separate batch layer -> Option DQuick Check:
Kappa avoids batch layer [OK]
Quick Trick: Kappa uses one streaming pipeline, no batch layer [OK]
Common Mistakes:
- Confusing Kappa with Lambda architecture
- Assuming batch processing is part of Kappa
- Thinking Kappa requires relational DBs only
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