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: October 8, 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

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. 2

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. 3

You have a cluster with a topic t1 that already has uncompressed messages. A new Producer starts sending messages to t1 with compression enabled.

Which condition would allow this?

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Correct Answer: A

Kafka allows mixed compression formats within the same topic and even the same partition. Each message batch includes metadata indicating whether and how it is compressed. Therefore, a new producer can send compressed messages to a topic that already contains uncompressed messages, as long as it is configured with a compression codec (e.g., compression.type=gzip, snappy, etc.).


Question No. 4

What does Kafka replication factor provide? (Choose two.)

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Correct Answer: B, C

Replication ensures that multiple copies of data exist across different brokers, so data is not lost if one broker fails.

With multiple replicas, Kafka can continue to serve data even if the leader or one replica fails, maintaining service availability.


Question No. 5

Which statements are correct about partitions? (Choose two.)

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Correct Answer: B, C

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