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Why does Cloudera Manager use both active and passive monitoring methods for Hadoop services?

hard📝 Conceptual Q10 of 15
Hadoop - Cluster Administration
Why does Cloudera Manager use both active and passive monitoring methods for Hadoop services?
ABecause passive monitoring is faster than active monitoring
BBecause active monitoring only works for YARN services
CTo avoid monitoring NameNode and DataNode simultaneously
DTo balance real-time alerts with resource usage efficiency
Step-by-Step Solution
Solution:
  1. Step 1: Understand active vs passive monitoring

    Active monitoring queries services directly; passive collects data from logs or agents.
  2. Step 2: Reason why both are used

    Combining both provides timely alerts and reduces load on cluster resources.
  3. Step 3: Eliminate incorrect options

    Passive is not always faster, monitoring all nodes is needed, active monitoring is not limited to YARN.
  4. Final Answer:

    To balance real-time alerts with resource usage efficiency -> Option D
  5. Quick Check:

    Active + passive = balance alerts and efficiency [OK]
Quick Trick: Use both monitoring types for balance and efficiency [OK]
Common Mistakes:
  • Thinking passive is always faster
  • Assuming monitoring excludes some services

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