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Confluent Certified Administrator for Apache Kafka Sample Questions (Q11-Q16):

NEW QUESTION # 11
An employee in the reporting department needs assistance because their data feed is slowing down. You start by quickly checking the consumer lag for the clients on the data stream.
Which command will allow you to quickly check for lag on the consumers?

A. bin/kafka-consumer-groups.sh
B. bin/kafka-reassign-partitions.sh
C. bin/kafka-consumer-group-throughput.sh
D. bin/kafka-consumer-lag.sh

Answer: A

Explanation:
The kafka-consumer-groups.sh script is used to inspect consumer group details, including consumer lag, which indicates how far behind a consumer is from the latest data in the partition.
The typical usage is bin/kafka-consumer-groups.sh --bootstrap-server <broker> --describe --group <group_id>

NEW QUESTION # 12
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. One
B. three
C. two
D. Four

Answer: A

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 # 13
An employee in the reporting department needs assistance because their data feed is slowing down. You start by quickly checking the consumer lag for the clients on the data stream.
Which command will allow you to quickly check for lag on the consumers?

A. bin/kafka-consumer-groups.sh
B. bin/kafka-reassign-partitions.sh
C. bin/kafka-consumer-group-throughput.sh
D. bin/kafka-consumer-lag.sh

Answer: A

NEW QUESTION # 14
If the Controller detects the failure of a broker that was the leader for some partitions, which actions will be taken? (Choose two.)

A. The Controller persists the new leader and ISR list to ZooKeeper.
B. The Controller sends the new leader and ISR list changes to all producers and consumers.
C. The Controller sends the new leader and ISR list changes to all brokers.
D. The Controller waits for a new leader to be nominated by ZooKeeper.

Answer: A,C

Explanation:
The Controller updates ZooKeeper with the new leader and in-sync replica (ISR) information to maintain metadata consistency.
Brokers need this information to correctly route client requests and continue replication.

NEW QUESTION # 15
How does Kafka guarantee message integrity after a message is written on a disk?

A. Only message metadata can be altered using command line (CLI) tools.
B. A message can be edited by the producer, producing to the message offset.
C. A message cannot be altered once it has been written.
C A message can be grouped with message sharing the same key to improve read performance

Answer: C

Explanation:
Kafka ensures message immutability for data integrity. Once a message is written to a Kafka topic and persisted to disk, it cannot be modified. This immutability guarantees that consumers always receive the original message content, which is critical for auditability, fault tolerance, and data reliability.

NEW QUESTION # 16
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