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Certification Confluent CCAAK Questions - CCAAK Test Collection Pdf

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Confluent Certified Administrator for Apache Kafka Sample Questions (Q20-Q25):

NEW QUESTION # 20
You are managing a cluster with a large number of topics, and each topic has a lot of partitions. A team wants to significantly increase the number of partitions for some topics.
Which parameters should you check before increasing the partitions?

A. Check if acks=all is beina used.
B. Check the producer batch size and buffer size.
C. Check the max open file count on brokers.
D. Check if compression is being used.

Answer: C

Explanation:
Each Kafka partition maps to multiple log segment files, and each segment results in open file descriptors on the broker. When the number of partitions increases significantly, it can exceed the OS-level limit for open files per broker process, leading to failures or degraded performance. Therefore, it is essential to check and possibly increase the ulimit -n (max open files) setting on the broker machines.

NEW QUESTION # 21
Where are Apache Kafka Access Control Lists stored'?

A. Broker
B. Schema Registry
C. Connect
D. ZooKeeper

Answer: D

Explanation:
In Apache Kafka (open-source), Access Control Lists (ACLs) are stored in ZooKeeper. Kafka brokers retrieve and enforce ACLs from ZooKeeper at runtime.

NEW QUESTION # 22
When using Kafka ACLs, when is the resource authorization checked?

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

Answer: D

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 # 23
How can load balancing of Kafka clients across multiple brokers be accomplished?

A. Connectors
B. Partitions
C. Replicas
D. Offsets

Answer: B

Explanation:
Partitions are the primary mechanism for achieving load balancing in Kafka. When a topic has multiple partitions, Kafka clients (producers and consumers) can distribute the load across brokers hosting these partitions.

NEW QUESTION # 24
Which option is a valid Kafka Topic cleanup policy? (Choose two.)

A. default
B. delete
C. compact
D. cleanup

Answer: B,C

Explanation:
The delete policy deletes old log segments when they exceed the retention period or size.
The compact policy retains only the latest record for each key, enabling efficient key-based storage.

NEW QUESTION # 25
......

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