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Confluent Certified Administrator for Apache Kafka Sample Questions (Q18-Q23):

NEW QUESTION # 18
If a broker's JVM garbage collection takes too long, what can occur?

A. There will be a trigger of the broker's log cleaner thread.
B. Log files written to disk are loaded into the page cache.
C. ZooKeeper believes the broker to be dead.
D. There is backpressure to, and pausing of, Kafka clients.

Answer: C

Explanation:
If the broker's JVM garbage collection (GC) pause is too long, it may fail to send heartbeats to ZooKeeper within the expected interval. As a result, ZooKeeper considers the broker dead, and the broker may be removed from the cluster, triggering leader elections and partition reassignments.

NEW QUESTION # 19
What is the atomic unit of data in Kafka?

A. Partition
B. Offset
C. Topic
D. Message

Answer: D

Explanation:
The message (also called a record) is the atomic unit of data in Kafka. It consists of a key, value, and optional headers and metadata. Messages are written to partitions and read by consumers.

NEW QUESTION # 20
You are using Confluent Schema Registry to provide a RESTful interface for storing and retrieving schemas.
Which types of schemas are supported? (Choose three.)

A. Protobuf
B. gRPC
C. JSON
D. Thrift
E. Avro

Answer: A,C,E

Explanation:
Avro is the original and most commonly used schema format supported by Schema Registry.
Confluent Schema Registry supports JSON Schema for validation and compatibility checks.
Protocol Buffers (Protobuf) are supported for schema management in Schema Registry.

NEW QUESTION # 21
Which option is a valid Kafka Topic cleanup policy? (Choose two.)

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

Answer: A,D

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 # 22
How can authentication for both internal component traffic and external client traffic be accomplished?

A. Configure multiple brokers.
B. Configure multiple listeners on the broker.
C. Configure multiple security protocols on the same listener.
D. Configure LoadBalancer.

Answer: B

Explanation:
Kafka supports multiple listeners, each with its own port, hostname, and security protocol. This allows you to:
* Use one listener for internal communication (e.g., brokers, ZooKeeper, Connect, etc.) with one type of authentication (e.g., PLAINTEXT or SASL).
* Use a separate listener for external clients (e.g., producers and consumers) with a different protocol (e.g., SSL or SASL_SSL).

NEW QUESTION # 23
......

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Ken Cook Ken Cook

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