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

NEW QUESTION # 10
A Kafka administrator notices that their consumers of Topic X are starting to fall behind. The administrator sees that Topic X has four partitions, and the consumer group has two consumers.
Which change can increase the performance of the Consumer Group?

A. Increase the partitions in Topic X.
B. Decrease the consumer acknowledgment property to increase throughput.
C. Create a new consumer group for Topic X containing two (2) consumers.
D. Increase the number of consumers in the consumer group.

Answer: D

Explanation:
With 4 partitions and only 2 consumers, some consumers are handling multiple partitions, which may cause lag if processing is slow. By increasing the number of consumers in the group (up to 4), Kafka can assign one partition per consumer, improving parallelism and throughput.

NEW QUESTION # 11
Which ksqlDB statement produces data that is persisted into a Kafka topic?

A. INSERT VALUES
B. SELECT (Pull Query)
C. SELECT (Push Query)
D. CREATE TABLE

Answer: A

Explanation:
INSERT VALUES is used to write data directly into a Kafka topic through a ksqlDB stream or table. This data is persisted.

NEW QUESTION # 12
Which connector type takes data from a topic and sends it to an external data system?

A. SvsIog Connector
B. Streams Connector
C. Sink Connector
D. Source Connector

Answer: C

Explanation:
A Sink Connector reads data from a Kafka topic and writes it to an external data system, such as a database, file system, or cloud service.

NEW QUESTION # 13
By default, what do Kafka broker network connections have?

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

Answer: B

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 # 14
The Consumer property 'auto offset reset' determines what to do if there is no valid offset for a Consumer Group.
Which scenario is an example of a valid offset and therefore the 'auto.offset.reset' does NOT apply?

A. The Consumer offset is less than the smallest offset in the partition (log start offset).
B. The Consumer Group started for the first time.
C. The Consumer offset is greater than the last offset in the partition (log end offset).
D. When an offset points to a message that has been removed by compaction but is still within the current partition.offset range.

Answer: D

Explanation:
In this scenario, the offset itself is still valid, even though the record at that offset was compacted away. The consumer can continue consuming from the next available record. Therefore, auto.offset.reset does NOT apply, because there is a valid offset present.

NEW QUESTION # 15
......

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

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