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Confluent Certified Administrator for Apache Kafka Sample Questions (Q22-Q27):

NEW QUESTION # 22
Your organization has a mission-critical Kafka cluster that must be highly available. A Disaster Recovery (DR) cluster has been set up using Replicator, and data is continuously being replicated from source cluster to the DR cluster. However, you notice that the message on offset 1002 on source cluster does not seem to match with offset 1002 on the destination DR cluster.
Which statement is correct?

A. The DR cluster is lagging behind updates; once the DR cluster catches up, the messages will match.
B. The message on DR cluster got over-written accidently by another application.
C. The offsets for the messages on the source, destination cluster may not match.
D. The message was updated on source cluster, but the update did not flow into destination DR cluster and errored.

Answer: C

Explanation:
When using Confluent Replicator (or MirrorMaker), offsets are not preserved between the source and destination Kafka clusters. Messages are replicated based on content, but they are assigned new offsets in the DR (destination) cluster. Therefore, offset 1002 on the source and offset 1002 on the DR cluster likely refer to different messages, which is expected behavior.

NEW QUESTION # 23
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. Only message metadata can be altered using command line (CLI) tools.
C. 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

Answer: C

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 # 24
By default, what do Kafka broker network connections have?

A. No encryption, no authorization, but have authentication
B. Encryption, but no authentication or authorization
C. Encryption and authentication, but no authorization
D. No encryption, no authentication and no authorization

Answer: D

Explanation:
By default, Kafka brokers use the PLAINTEXT protocol for network communication. This means:
* No encryption - data is sent in plain text.
* No authentication - any client can connect without verifying identity.
* No authorization - there are no access control checks by default.
Security features like TLS, SASL, and ACLs must be explicitly configured.

NEW QUESTION # 25
Why does Kafka use ZooKeeper? (Choose two.)

A. To prevent replication between clusters
B. To scale the number of brokers in the cluster
C. For controller election
D. To access information about the leaders and partitions

Answer: C,D

Explanation:
ZooKeeper stores metadata such as partition leadership and ISR (in-sync replicas), which brokers use to coordinate.
Kafka uses ZooKeeper to perform leader election for the Controller broker, which manages cluster metadata and leadership changes.

NEW QUESTION # 26
A company has an existing Kafka cluster running without SSL/TLS enabled. The customer wants to enable SSL on brokers to secure data in transit, but they would like to give applications connecting to this cluster some time to migrate to using SSL connection instead of putting a hard stop.
Which solution will meet the customer's requirements?

A. Enable SSL on the current Listener, and do not enable mTLS.
B. Create a new listener with SSL enabled.
C. Enable SSL on the current listener, and do not implement SSL on application side.
D. Modify the advertised listeners setting on brokers to use SSL.

Answer: B

Explanation:
Kafka supports multiple listeners, allowing you to run PLAINTEXT and SSL simultaneously. By creating a new SSL-enabled listener (e.g., on a different port), existing applications can continue using PLAINTEXT while gradually migrating to the SSL listener. This approach avoids downtime and gives clients time to adapt without enforcing a hard cutover.

NEW QUESTION # 27
......

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VALID CCAAK TEST BOOK, CCAAK PASSING SCORE FEEDBACK

Valid CCAAK Test Book, CCAAK Passing Score Feedback