Confluent CCAAK Exam Dumps

Get All Certified Administrator for Apache Kafka Exam Questions with Validated Answers

CCAAK Pack
Vendor: Confluent
Exam Code: CCAAK
Exam Name: Certified Administrator for Apache Kafka
Exam Questions: 54
Last Updated: April 24, 2026
Related Certifications: Confluent Certified Administrator
Exam Tags: Advanced Kafka Administrators and Site Reliability Engineers (SREs)
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Free Confluent CCAAK Exam Actual Questions

Question No. 1

A Kafka administrator notices that their consumers of Topic X are starting to fall behind. The administrator sees that Topic X has four partitions, and the consumer group has two consumers.

Which change can increase the performance of the Consumer Group?

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Correct Answer: D

With 4 partitions and only 2 consumers, some consumers are handling multiple partitions, which may cause lag if processing is slow. By increasing the number of consumers in the group (up to 4), Kafka can assign one partition per consumer, improving parallelism and throughput.


Question No. 2

Per customer business requirements, a system's high availability is more important than message reliability.

Which of the following should be set?

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Correct Answer: A

Enabling unclean leader election allows Kafka to elect a non-in-sync replica as leader if all in-sync replicas are unavailable. This sacrifices message reliability (possible data loss) in favor of high availability, aligning with the requirement.


Question No. 3

How can authentication for both internal component traffic and external client traffic be accomplished?

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Correct Answer: B

Kafka supports multiple listeners, each with its own port, hostname, and security protocol. This allows you to:

Use one listener for internal communication (e.g., brokers, ZooKeeper, Connect, etc.) with one type of authentication (e.g., PLAINTEXT or SASL).

Use a separate listener for external clients (e.g., producers and consumers) with a different protocol (e.g., SSL or SASL_SSL).


Question No. 4

An employee in the reporting department needs assistance because their data feed is slowing down. You start by quickly checking the consumer lag for the clients on the data stream.

Which command will allow you to quickly check for lag on the consumers?

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Correct Answer: B

The kafka-consumer-groups.sh script is used to inspect consumer group details, including consumer lag, which indicates how far behind a consumer is from the latest data in the partition.

The typical usage is bin/kafka-consumer-groups.sh --bootstrap-server --describe --group <group_id>


Question No. 5

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?

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Correct Answer: C

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.


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