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Why do we use stream processing to transform data in Kafka Streams?

easy🧠 Conceptual Q11 of Q15
Kafka - Streams
Why do we use stream processing to transform data in Kafka Streams?
ATo make data more useful and meaningful in real time
BTo store data permanently without changes
CTo slow down data flow for analysis later
DTo delete unnecessary data immediately
Step-by-Step Solution
Solution:
  1. Step 1: Understand the purpose of stream processing

    Stream processing changes data as it flows to add value or meaning instantly.
  2. Step 2: Identify the correct purpose from options

    Only To make data more useful and meaningful in real time says it makes data more useful in real time, which matches the purpose.
  3. Final Answer:

    To make data more useful and meaningful in real time -> Option A
  4. Quick Check:

    Stream processing transforms data = Make data useful [OK]
Quick Trick: Stream processing changes data to add value instantly [OK]
Common Mistakes:
MISTAKES
  • Thinking stream processing only stores data
  • Believing it slows down data flow
  • Confusing transformation with deletion

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