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Pass Guaranteed Quiz Pass-Sure CCAAK - Confluent Certified Administrator for Apache Kafka Exam Flashcards

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Confluent Certified Administrator for Apache Kafka Sample Questions (Q36-Q41):

NEW QUESTION # 36
When a broker goes down, what will the Controller do?

A. Become the leader for the topic/partition that needs a leader, pending the broker return in the cluster.
B. Trigger a leader election among the remaining followers to distribute leadership.
C. Automatically elect the least loaded broker to become the leader for every orphan's partitions.
D. Wait for a follower to take the lead.

Answer: B

Explanation:
When a broker goes down, the Controller detects the failure and triggers a leader election for all partitions that had their leader on the failed broker. The leader is chosen from the in-sync replicas (ISRs) of each partition.

NEW QUESTION # 37
When using Kafka ACLs, when is the resource authorization checked?

A. The initial time the resource is accessed.
B. Each time the resource is accessed.
C. When the client connection is first established.
D. Each time the resource is accessed within the configured authorization interval.

Answer: B

Explanation:
Kafka ACLs (Access Control Lists) perform authorization checks every time a client attempts to access a resource (e.g., topic, consumer group). This ensures continuous enforcement of permissions, not just at connection time or intervals. This approach provides fine-grained security, preventing unauthorized actions at any time during a session.

NEW QUESTION # 38
A broker in the Kafka cluster is currently acting as the Controller.
Which statement is correct?

A. It is given precedence for replication to and from replica followers.
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 can have topic partitions.

Answer: D

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 # 39
A Kafka cluster with three brokers has a topic with 10 partitions and a replication factor set to three. Each partition stores 25 GB data per day and data retention is set to 24 hours.
How much storage will be consumed by the topic on each broker?

A. 300 GB
B. 75 GB
C. 750 GB
D. 250 GB

Answer: A

Explanation:
10 partitions × 25 GB/day = 250 GB total per day for the topic (primary data).
With a replication factor of 3, there are 3 full copies of the data: 250 GB × 3 = 750 GB total across the entire cluster.
The cluster has 3 brokers, and Kafka tries to distribute replicas evenly among them: 750 GB ÷ 3 brokers = 250 GB per broker on average.
However, due to replication, some partitions have leaders and followers, so there's some overlap and not-perfect distribution. Each broker stores approximately 2/3 of the total topic data (since each broker holds replicas for around 2/3 of the partitions).
2/3 × 750 GB = 500 GB, but this is shared, so each broker ends up storing ~300 GB of replicated data, including its share of leaders and followers.

NEW QUESTION # 40
What does Kafka replication factor provide? (Choose two.)

A. Security
B. Performance
C. Availability
D. Durability

Answer: C,D

Explanation:
Replication ensures that multiple copies of data exist across different brokers, so data is not lost if one broker fails.
With multiple replicas, Kafka can continue to serve data even if the leader or one replica fails, maintaining service availability.

NEW QUESTION # 41
......

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