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Get All Certified Administrator for Apache Kafka Exam Questions with Validated Answers
| 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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Which tool is used for scalably and reliably streaming data between Kafka and other data systems?
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).
If a broker's JVM garbage collection takes too long, what can occur?
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.
Where are Apache Kafka Access Control Lists stored'?
In Apache Kafka (open-source), Access Control Lists (ACLs) are stored in ZooKeeper. Kafka brokers retrieve and enforce ACLs from ZooKeeper at runtime.
Which connector type takes data from a topic and sends it to an external data system?
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.
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?
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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