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: January 9, 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

Which tool is used for scalably and reliably streaming data between Kafka and other data systems?

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Correct Answer: A

Kafka Connect is the tool designed for scalable and reliable integration between Kafka and external data systems (e.g., databases, cloud storage, key-value stores). It supports source connectors (to pull data into Kafka) and sink connectors (to push data from Kafka).


Question No. 2

If a broker's JVM garbage collection takes too long, what can occur?

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Correct Answer: B

If the broker's JVM garbage collection (GC) pause is too long, it may fail to send heartbeats to ZooKeeper within the expected interval. As a result, ZooKeeper considers the broker dead, and the broker may be removed from the cluster, triggering leader elections and partition reassignments.


Question No. 3

Where are Apache Kafka Access Control Lists stored'?

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Correct Answer: B

In Apache Kafka (open-source), Access Control Lists (ACLs) are stored in ZooKeeper. Kafka brokers retrieve and enforce ACLs from ZooKeeper at runtime.


Question No. 4

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. 5

A developer is working for a company with internal best practices that dictate that there is no single point of failure for all data stored.

What is the best approach to make sure the developer is complying with this best practice when creating Kafka topics?

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Correct Answer: D

Replication factor determines how many copies of each partition exist across different brokers. A replication factor of 3 ensures that even if one or two brokers fail, the data is still available, thus eliminating a single point of failure.


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