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[General] Pass Guaranteed Quiz Reliable CCAAK - Confluent Certified Administrator for Apac

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【General】 Pass Guaranteed Quiz Reliable CCAAK - Confluent Certified Administrator for Apac

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Confluent Certified Administrator for Apache Kafka Sample Questions (Q15-Q20):NEW QUESTION # 15
Which technology can be used to perform event stream processing? (Choose two.)
  • A. Confluent Schema Registry
  • B. Confluent Replicator
  • C. Apache Kafka Streams
  • D. Confluent ksqlDB
Answer: C,D
Explanation:
Kafka Streams is a client library for building real-time applications that process and analyze data stored in Kafka.
ksqlDB enables event stream processing using SQL-like queries, allowing real-time transformation and analysis of Kafka topics.

NEW QUESTION # 16
You have an existing topic t1 that you want to delete because there are no more producers writing to it or consumers reading from it.
What is the recommended way to delete the topic?
  • A. If topic deletion is enabled on the brokers, delete the topic using Kafka command line tools.
  • B. The consumer should send a message with a 'null' key.
  • C. Delete the offsets for that topic from the consumer offsets topic.
  • D. Delete the log files and their corresponding index files from the leader broker.
Answer: A
Explanation:
The recommended and safe method to delete a topic is to use the Kafka CLI tool kafka-topics.sh --delete command, provided that delete.topic.enable=true is set on the brokers.

NEW QUESTION # 17
You are managing a Kafka cluster with five brokers (broker id '0', '1','2','3','4') and three ZooKeepers. There are 100 topics, five partitions for each topic, and replication factor three on the cluster. Broker id '0' is currently the Controller, and this broker suddenly fails.
Which statements are correct? (Choose three.)
  • A. Kafka uses ZooKeeper's ephemeral node feature to elect a controller.
  • B. The Controller is responsible for reassigning partitions to the consumers in a Consumer Group.
  • C. The Controller uses the epoch number to prevent a split brain scenario.
  • D. The number of Controllers should always be equal to the number of brokers alive in the cluster.
  • E. The Controller is responsible for electing Leaders among the partitions and replicas.
  • F. The broker id is used as the epoch number to prevent a split brain scenario.
Answer: A,C,E
Explanation:
Kafka relies on ZooKeeper's ephemeral nodes to detect if a broker (controller) goes down and to elect a new controller.
The controller manages partition leadership assignments and handles leader election when a broker fails.
The epoch number ensures coordination and avoids outdated controllers acting on stale data.

NEW QUESTION # 18
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-reassign-partitions.sh
  • B. bin/kafka-consumer-lag.sh
  • C. bin/kafka-consumer-group-throughput.sh
  • D. bin/kafka-consumer-groups.sh
Answer: D
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 # 19
Multiple clients are sharing a Kafka cluster.
As an administrator, how would you ensure that Kafka resources are distributed fairly to all clients?
  • A. Rebalancing
  • B. Consumer Groups
  • C. ACLs
  • D. Quotas
Answer: D
Explanation:
Kafka quotas allow administrators to control and limit the rate of data production and consumption per client (producer/consumer), ensuring fair use of broker resources among multiple clients.

NEW QUESTION # 20
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