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Which of the following best describes the benefit of implementing auto-scaling in Kafka clusters?

easy📝 Conceptual Q1 of 15
Kafka - Kubernetes and Cloud Deployment
Which of the following best describes the benefit of implementing auto-scaling in Kafka clusters?
AIncrease partition count without monitoring resource usage
BManually configure brokers to handle fixed workloads
CDisable brokers during low traffic periods to save costs
DAutomatically adjust resources to maintain performance under varying loads
Step-by-Step Solution
Solution:
  1. Step 1: Understand auto-scaling purpose

    Auto-scaling dynamically adjusts resources based on workload.
  2. Step 2: Evaluate options

    Only Automatically adjust resources to maintain performance under varying loads describes automatic adjustment to maintain performance.
  3. Final Answer:

    Automatically adjust resources to maintain performance under varying loads -> Option D
  4. Quick Check:

    Auto-scaling means dynamic resource adjustment [OK]
Quick Trick: Auto-scaling means dynamic resource adjustment [OK]
Common Mistakes:
  • Confusing manual configuration with auto-scaling
  • Thinking auto-scaling disables brokers
  • Assuming partition count changes automatically

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