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Confluent CCAAK Exam Syllabus Topics:

Topic	Details
Topic 1	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 2	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.
Topic 3	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.

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Confluent Certified Administrator for Apache Kafka Sample Questions (Q10-Q15):

NEW QUESTION # 10
Your Kafka cluster has four brokers. The topic t1 on the cluster has two partitions, and it has a replication factor of three. You create a Consumer Group with four consumers, which subscribes to t1.
In the scenario above, how many Controllers are in the Kafka cluster?

A. Four
B. One
C. three
D. two

Answer: B

Explanation:
In a Kafka cluster, only one broker acts as the Controller at any given time. The Controller is responsible for managing cluster metadata, such as partition leadership and broker status. Even if the cluster has multiple brokers (in this case, four), only one is elected as the Controller, and others serve as regular brokers. If the current Controller fails, another broker is automatically elected to take its place.

NEW QUESTION # 11
What is the primary purpose of Kafka quotas?

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

Answer: D

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 # 12
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?

A. Never, because topic t1 already has uncompressed messages.
B. If the new Producer is configured to use compression.
C. Only if the new Producer disables batching.
D. Only if Kafka is also enabled for encryption.

Answer: B

Explanation:
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.).

NEW QUESTION # 13
Per customer business requirements, a system's high availability is more important than message reliability.
Which of the following should be set?

A. The number of brokers in the cluster should be always odd (3, 5. 7 and so on).
B. The linger.ms should be set to '0'.
C. Unclean leader election should be enabled.
D. Message retention.ms should be set to -1.

Answer: C

Explanation:
Enabling unclean leader election allows Kafka to elect a non-in-sync replica as leader if all in-sync replicas are unavailable. This sacrifices message reliability (possible data loss) in favor of high availability, aligning with the requirement.

NEW QUESTION # 14
Which property in broker configuration specifies that a broker belongs to a particular rack?
Which property in broker configuration specifies that a broker belongs to a particular rack?

A. client.rack
B. broker.rack
C. zookeeper.rack
D. kafka.rack

Answer: B

Explanation:
The broker.rack property is used in a Kafka broker's configuration to specify the rack or availability zone the broker belongs to. This is important for rack-aware replica placement, allowing Kafka to distribute replicas across different racks for fault tolerance.

NEW QUESTION # 15
......

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Confluent CCAAK Exam Syllabus Topics:

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Confluent Certified Administrator for Apache Kafka Sample Questions (Q10-Q15):

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