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What is a key advantage of moving Hadoop workloads to cloud-native platforms?

easy📝 Conceptual Q1 of 15
Hadoop - Modern Data Architecture with Hadoop
What is a key advantage of moving Hadoop workloads to cloud-native platforms?
AElastic resource scaling based on demand
BRequirement to manage physical servers manually
CFixed resource allocation regardless of workload
DLimited integration with other cloud services
Step-by-Step Solution
Solution:
  1. Step 1: Understand cloud-native platform features

    Cloud-native platforms provide dynamic resource allocation and scaling.
  2. Step 2: Compare with Hadoop on-premises

    Traditional Hadoop requires manual server management and fixed resources.
  3. Final Answer:

    Elastic resource scaling based on demand -> Option A
  4. Quick Check:

    Cloud-native advantage = Elastic scaling [OK]
Quick Trick: Cloud-native means resources grow or shrink automatically [OK]
Common Mistakes:
  • Confusing fixed resource allocation with elastic scaling
  • Thinking manual server management is needed in cloud-native
  • Assuming cloud-native limits integration with other services

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