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Pass Guaranteed 2025 Confluent CCAAK: Confluent Certified Administrator for Apache Kafka–Valid New Exam Prep

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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

Observability: This section of the exam measures skills of a Site Reliability Engineer and focuses on monitoring Kafka clusters. It assesses knowledge of metrics, logging, and alerting tools, including how to use them to maintain cluster health and performance visibility.

Topic 3

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 4

Apache Kafka® Security: This section of the exam measures skills of a Site Reliability Engineer and focuses on securing Kafka environments. It includes authentication mechanisms such as TLS and SASL, authorization using ACLs, and encrypting data at rest and in transit to ensure secure communication and access control.

Topic 5

Apache Kafka® Fundamentals: This section of the exam measures skills of a Kafka Administrator and covers core concepts such as Kafka architecture, components, and data flow. It assesses the candidate’s understanding of topics like topics and partitions, brokers, producers, consumers, and message retention.

Confluent Certified Administrator for Apache Kafka Sample Questions (Q25-Q30):

NEW QUESTION # 25
Which statements are correct about partitions? (Choose two.)

A. All partition segments reside in a single directory on a broker disk.
B. A partition in Kafka will be represented by a single segment on a disk.
C. A partition size is determined after the largest segment on a disk.
D. A partition is comprised of one or more segments on a disk.

Answer: A,D

NEW QUESTION # 26
A Kafka administrator notices that their consumers of Topic X are starting to fall behind. The administrator sees that Topic X has four partitions, and the consumer group has two consumers.
Which change can increase the performance of the Consumer Group?

A. Decrease the consumer acknowledgment property to increase throughput.
B. Create a new consumer group for Topic X containing two (2) consumers.
C. Increase the partitions in Topic X.
D. Increase the number of consumers in the consumer group.

Answer: D

Explanation:
With 4 partitions and only 2 consumers, some consumers are handling multiple partitions, which may cause lag if processing is slow. By increasing the number of consumers in the group (up to 4), Kafka can assign one partition per consumer, improving parallelism and throughput.

NEW QUESTION # 27
What is the relationship between topics and partitions? (Choose two.)

A. A partition may have more than one topic.
B. A partition is always linked to a single topic.
C. Atopic may have more than one partition.
D. There is no relationship between topics and partitions.
E. Atopic always has one partition.

Answer: B,C

Explanation:
Kafka topics are split into one or more partitions to enable parallelism and scalability.
Each partition belongs to exactly one topic; it cannot span multiple topics.

NEW QUESTION # 28
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 # 29
What is the primary purpose of Kafka quotas?

A. Limit the total number of Partitions in the Kafka cluster
B. Throttle clients to prevent them from monopolizing Broker resources.
C. Limit the number of clients that can connect to the Kafka cluster.
D. Guarantee faster response times for some clients.

Answer: B

Explanation:
Kafka quotas are used to limit the throughput (bytes/sec) of producers and consumers to ensure fair resource usage and prevent any single client from overwhelming the brokers.

NEW QUESTION # 30
......

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