Why does cloud-native deployment improve Kafka's fault tolerance compared to traditional deployment?

hard📝 Conceptual Q10 of 15

Kafka - Kubernetes and Cloud Deployment

ABecause cloud-native requires manual intervention to fix failures.

BBecause cloud-native disables replication to avoid data duplication.

CBecause cloud-native uses container orchestration to automatically replace failed brokers.

DBecause cloud-native runs Kafka only on a single server.

Step-by-Step Solution

Solution:

Step 1: Understand fault tolerance in cloud-native Kafka
Container orchestration detects failed brokers and replaces them automatically.
Step 2: Contrast with traditional deployment
Traditional setups often need manual fixes; cloud-native automates recovery improving fault tolerance.
Final Answer:
Because cloud-native uses container orchestration to automatically replace failed brokers. -> Option C
Quick Check:
Cloud-native fault tolerance = automated broker replacement [OK]

Quick Trick: Cloud-native automates failure recovery [OK]

Common Mistakes:

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