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Which of the following is the correct way to describe data centralization in a data lake?

easy📝 Syntax Q3 of 15
Hadoop - Modern Data Architecture with Hadoop
Which of the following is the correct way to describe data centralization in a data lake?
AData is only stored in relational tables
BData is stored in multiple disconnected databases
CData is deleted after processing to save space
DData is collected and stored in a single, scalable storage system
Step-by-Step Solution
Solution:
  1. Step 1: Understand data lake storage

    Data lakes use a single scalable storage system like HDFS to hold all data types.
  2. Step 2: Eliminate incorrect options

    Data lakes do not store data in disconnected databases or delete data after processing.
  3. Final Answer:

    Data is collected and stored in a single, scalable storage system -> Option D
  4. Quick Check:

    Data lake storage = Single scalable system [OK]
Quick Trick: Data lakes use one scalable storage system [OK]
Common Mistakes:
  • Confusing data lakes with multiple databases
  • Thinking data lakes delete data after use
  • Assuming data lakes only store relational data

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