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New CCAAK Test Cram Will Be Your Trusted Partner to Pass Confluent Certified Adm

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New CCAAK Test Cram Will Be Your Trusted Partner to Pass Confluent Certified Adm

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Confluent Certified Administrator for Apache Kafka Sample Questions (Q45-Q50):NEW QUESTION # 45
When using Kafka ACLs, when is the resource authorization checked?
  • A. The initial time the resource is accessed.
  • B. Each time the resource is accessed within the configured authorization interval.
  • C. Each time the resource is accessed.
  • D. When the client connection is first established.
Answer: C
Explanation:
Kafka ACLs (Access Control Lists) perform authorization checks every time a client attempts to access a resource (e.g., topic, consumer group). This ensures continuous enforcement of permissions, not just at connection time or intervals. This approach provides fine-grained security, preventing unauthorized actions at any time during a session.

NEW QUESTION # 46
Which model does Kafka use for consumers?
  • A. Enrollment
  • B. Pull
  • C. Push
  • D. Publish
Answer: B
Explanation:
Kafka uses a pull model for consumers, where consumers poll the broker to retrieve messages at their own pace. This model gives consumers more control over flow and backpressure, improving scalability and reliability.

NEW QUESTION # 47
What are benefits to gracefully shutting down brokers? (Choose two.)
  • A. It will balance the partitions across brokers before restarting.
  • B. It will sync all its logs to disk to avoid needing to do any log recovery when it restarts.
  • C. It will automatically re-elect leaders on restart.
  • D. It will migrate any partitions the server is the leader for to other replicas prior to shutting down.
Answer: B,D
Explanation:
A graceful shutdown ensures that logs are flushed to disk, minimizing recovery time during restart.
Kafka performs controlled leader migration during a graceful shutdown to avoid disruption and ensure availability.

NEW QUESTION # 48
How does Kafka guarantee message integrity after a message is written on a disk?
  • A. A message can be edited by the producer, producing to the message offset.
  • B. A message cannot be altered once it has been written.
    C A message can be grouped with message sharing the same key to improve read performance
  • C. Only message metadata can be altered using command line (CLI) tools.
Answer: B
Explanation:
Kafka ensures message immutability for data integrity. Once a message is written to a Kafka topic and persisted to disk, it cannot be modified. This immutability guarantees that consumers always receive the original message content, which is critical for auditability, fault tolerance, and data reliability.

NEW QUESTION # 49
You have an existing topic t1 that you want to delete because there are no more producers writing to it or consumers reading from it.
What is the recommended way to delete the topic?
  • A. If topic deletion is enabled on the brokers, delete the topic using Kafka command line tools.
  • B. The consumer should send a message with a 'null' key.
  • C. Delete the log files and their corresponding index files from the leader broker.
  • D. Delete the offsets for that topic from the consumer offsets topic.
Answer: A
Explanation:
The recommended and safe method to delete a topic is to use the Kafka CLI tool kafka-topics.sh --delete command, provided that delete.topic.enable=true is set on the brokers.

NEW QUESTION # 50
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