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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

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 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

Kafka Connect: This section of the exam measures skills of a Site Reliability Engineer and addresses the use and management of Kafka Connect for data integration. It includes setting up connectors, managing configurations, and ensuring efficient movement of data between Kafka and external systems.

Confluent Certified Administrator for Apache Kafka Sample Questions (Q15-Q20):

NEW QUESTION # 15
Which of the following are Kafka Connect internal topics? (Choose three.)

A. connect-confiqs
B. connect-standalone
C. connect-distributed
D. connect-offsets
E. connect-status

Answer: A,D,E

Explanation:
connect-configs stores connector configurations.
connect-status tracks the status of connectors and tasks (e.g., RUNNING, FAILED).
connect-offsets stores source connector offsets for reading from external systems.

NEW QUESTION # 16
By default, what do Kafka broker network connections have?

A. Encryption and authentication, but no authorization
B. No encryption, no authorization, but have authentication
C. Encryption, but no authentication or authorization
D. No encryption, no authentication and no authorization

Answer: D

Explanation:
By default, Kafka brokers use the PLAINTEXT protocol for network communication. This means:
* No encryption - data is sent in plain text.
* No authentication - any client can connect without verifying identity.
* No authorization - there are no access control checks by default.
Security features like TLS, SASL, and ACLs must be explicitly configured.

NEW QUESTION # 17
Which out-of-the-box Kafka Authorizer implementation uses ZooKeeper?

A. ACLs
B. Ranger
C. RBAC
D. LDAP

Answer: A

Explanation:
Kafka's built-in ACL (Access Control List) authorizer stores and manages permissions using ZooKeeper by default. This implementation controls access at the resource level (topics, consumer groups, etc.).

NEW QUESTION # 18
If the Controller detects the failure of a broker that was the leader for some partitions, which actions will be taken? (Choose two.)

A. The Controller sends the new leader and ISR list changes to all producers and consumers.
B. The Controller sends the new leader and ISR list changes to all brokers.
C. The Controller waits for a new leader to be nominated by ZooKeeper.
D. The Controller persists the new leader and ISR list to ZooKeeper.

Answer: B,D

Explanation:
The Controller updates ZooKeeper with the new leader and in-sync replica (ISR) information to maintain metadata consistency.
Brokers need this information to correctly route client requests and continue replication.

NEW QUESTION # 19
How does Kafka guarantee message integrity after a message is written on a disk?

A. A message can be edited by the producer, producing to the message offset.
B. 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
C. Only message metadata can be altered using command line (CLI) tools.

Answer: B

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 # 20
......

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