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: August 23, 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 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.


Question No. 2

Which connector type takes data from a topic and sends it to an external data system?

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Correct Answer: A

A Sink Connector reads data from a Kafka topic and writes it to an external data system, such as a database, file system, or cloud service.


Question No. 3

The Consumer property 'auto offset reset' determines what to do if there is no valid offset for a Consumer Group.

Which scenario is an example of a valid offset and therefore the 'auto.offset.reset' does NOT apply?

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Correct Answer: D

In this scenario, the offset itself is still valid, even though the record at that offset was compacted away. The consumer can continue consuming from the next available record. Therefore, auto.offset.reset does NOT apply, because there is a valid offset present.


Question No. 4

A company is setting up a log ingestion use case where they will consume logs from numerous systems. The company wants to tune Kafka for the utmost throughput.

In this scenario, what acknowledgment setting makes the most sense?

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Correct Answer: A

acks=0 provides the highest throughput because the producer does not wait for any acknowledgment from the broker. This minimizes latency and maximizes performance.

However, it comes at the cost of no durability guarantees --- messages may be lost if the broker fails before writing them. This setting is suitable when throughput is critical and occasional data loss is acceptable, such as in some log ingestion use cases where logs are also stored elsewhere.


Question No. 5

Which out-of-the-box Kafka Authorizer implementation uses ZooKeeper?

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Correct Answer: B

Kafka's built-in ACL (Access Control List) authorizer stores and manages permissions using ZooKeeper by default. This implementation controls access at the resource level (topics, consumer groups, etc.).


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