PASS GUARANTEED QUIZ CONFLUENT - HIGH PASS-RATE LATEST CCAAK EXAM QUESTIONS VCE

Pass Guaranteed Quiz Confluent - High Pass-Rate Latest CCAAK Exam Questions Vce

Pass Guaranteed Quiz Confluent - High Pass-Rate Latest CCAAK Exam Questions Vce

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Confluent Certified Administrator for Apache Kafka Sample Questions (Q49-Q54):

NEW QUESTION # 49
Which tool is used for scalably and reliably streaming data between Kafka and other data systems?

  • A. Kafka REST Proxy
  • B. Kafka Connect
  • C. Kafka Streams
  • D. Kafka Schema Registry

Answer: B

Explanation:
Kafka Connect is the tool designed for scalable and reliable integration between Kafka and external data systems (e.g., databases, cloud storage, key-value stores). It supports source connectors (to pull data into Kafka) and sink connectors (to push data from Kafka).


NEW QUESTION # 50
How does Kafka guarantee message integrity after a message is written on a disk?

  • A. A message can be edited by the producer, producing to the message offset.
  • B. Only message metadata can be altered using command line (CLI) tools.
  • 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 # 51
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. two
  • B. Four
  • C. One
  • D. three

Answer: C

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 # 52
You have a Kafka cluster with topics t1 and t2. In the output below, topic t2 shows Partition 1 with a leader "-1".
What is the most likely reason for this?
...
$ kafka-topics --zookeeper localhost:2181 --describe --topic t1
Topic:t1 PartitionCount 1 ReplicationFactor 1 Configs:
Topic: t1 Partition: 0 Leader: 0 Replicas: 0 Isr: 0
$ kafka-topics --zookeeper localhost:2181 --describe --topic t2
Topic:t2 PartitionCount 2 ReplicationFactor 1 Configs:
Topic: t2 Partition: 0 Leader: 0 Replicas: 0 Isr: 0
Topic: t2 Partition: 1 Leader: -1 Replicas: 1 Isr:

  • A. Compression has been enabled on Broker 1.
  • B. Broker 1 failed.
  • C. Broker 1 has another partition clashing with the same name.
  • D. Leader shows "-1" while the log cleaner thread runs on Broker 1.

Answer: B

Explanation:
A Leader of -1 indicates that no broker is currently the leader for that partition. This usually happens when the only replica for that partition is unavailable, often due to the associated broker (in this case, Broker 1) failing or being offline. Kafka cannot elect a leader if no replica is in the in-sync replica (ISR) list, which leads to leader = -1.


NEW QUESTION # 53
Which option is a valid Kafka Topic cleanup policy? (Choose two.)

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

Answer: A,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 # 54
......

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