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Exam Confluent CCAAK Answers, Valid Dumps CCAAK Sheet

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Confluent CCAAK Exam Syllabus Topics:

Topic
Details

Topic 1

Apache Kafka® Cluster Configuration: This section of the exam measures skills of a Kafka Administrator and includes configuring broker properties, tuning for performance, managing topic-level settings, and applying best practices for production-grade environments.

Topic 2

Troubleshooting: This section of the exam measures skills of a Kafka Administrator and includes diagnosing common issues in Kafka clusters. It covers problem areas such as performance bottlenecks, message delivery failures, replication issues, and consumer lag, along with techniques to resolve them effectively.

Topic 3

Deployment Architecture: This section of the exam measures skills of a Kafka Administrator and covers different Kafka deployment topologies. It evaluates understanding of high availability, disaster recovery, multi-data center replication, and the roles of Zookeeper or KRaft in the cluster architecture.

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Confluent Certified Administrator for Apache Kafka Sample Questions (Q26-Q31):

NEW QUESTION # 26
A broker in the Kafka cluster is currently acting as the Controller.
Which statement is correct?

A. It can have topic partitions.
B. All consumers are allowed to fetch messages only from this server.
C. It is responsible for sending leader information to all producers.
D. It is given precedence for replication to and from replica followers.

Answer: A

Explanation:
The Controller broker is a regular broker that also takes on additional responsibilities for managing cluster metadata, such as leader elections and partition assignments. It still hosts topic partitions and participates in replication like any other broker.

NEW QUESTION # 27
Which secure communication is supported between the REST proxy and REST clients?

A. TLS (HTTPS)
B. MD5
C. SCRAM
D. Kerberos

Answer: A

NEW QUESTION # 28
How does Kafka guarantee message integrity after a message is written on a disk?

A. Only message metadata can be altered using command line (CLI) tools.
B. A message can be edited by the producer, producing to the message offset.
C. A message cannot be altered once it has been written.
C A message can be grouped with message sharing the same key to improve read performance

Answer: C

Explanation:
Kafka ensures message immutability for data integrity. Once a message is written to a Kafka topic and persisted to disk, it cannot be modified. This immutability guarantees that consumers always receive the original message content, which is critical for auditability, fault tolerance, and data reliability.

NEW QUESTION # 29
Which model does Kafka use for consumers?

A. Pull
B. Push
C. Enrollment
D. Publish

Answer: A

Explanation:
Kafka uses a pull model for consumers, where consumers poll the broker to retrieve messages at their own pace. This model gives consumers more control over flow and backpressure, improving scalability and reliability.

NEW QUESTION # 30
Your organization has a mission-critical Kafka cluster that must be highly available. A Disaster Recovery (DR) cluster has been set up using Replicator, and data is continuously being replicated from source cluster to the DR cluster. However, you notice that the message on offset 1002 on source cluster does not seem to match with offset 1002 on the destination DR cluster.
Which statement is correct?

A. The offsets for the messages on the source, destination cluster may not match.
B. The message was updated on source cluster, but the update did not flow into destination DR cluster and errored.
C. The DR cluster is lagging behind updates; once the DR cluster catches up, the messages will match.
D. The message on DR cluster got over-written accidently by another application.

Answer: A

Explanation:
When using Confluent Replicator (or MirrorMaker), offsets are not preserved between the source and destination Kafka clusters. Messages are replicated based on content, but they are assigned new offsets in the DR (destination) cluster. Therefore, offset 1002 on the source and offset 1002 on the DR cluster likely refer to different messages, which is expected behavior.

NEW QUESTION # 31
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