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[General] Updated New CCAAK Test Vce Free - How to Study & Well Prepare for Confluent

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【General】 Updated New CCAAK Test Vce Free - How to Study & Well Prepare for Confluent

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Confluent CCAAK Exam Syllabus Topics:
TopicDetails
Topic 1
  • Apache Kafka® Fundamentals: This section of the exam measures skills of a Kafka Administrator and covers core concepts such as Kafka architecture, components, and data flow. It assesses the candidate’s understanding of topics like topics and partitions, brokers, producers, consumers, and message retention.
Topic 2
  • Apache Kafka® Security: This section of the exam measures skills of a Site Reliability Engineer and focuses on securing Kafka environments. It includes authentication mechanisms such as TLS and SASL, authorization using ACLs, and encrypting data at rest and in transit to ensure secure communication and access control.
Topic 3
  • Deployment Architecture: This section of the exam measures skills of a Kafka Administrator and covers different Kafka deployment topologies. It evaluates understanding of high availability, disaster recovery, multi-data center replication, and the roles of Zookeeper or KRaft in the cluster architecture.
Topic 4
  • Observability: This section of the exam measures skills of a Site Reliability Engineer and focuses on monitoring Kafka clusters. It assesses knowledge of metrics, logging, and alerting tools, including how to use them to maintain cluster health and performance visibility.
Topic 5
  • Kafka Connect: This section of the exam measures skills of a Site Reliability Engineer and addresses the use and management of Kafka Connect for data integration. It includes setting up connectors, managing configurations, and ensuring efficient movement of data between Kafka and external systems.

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Confluent Certified Administrator for Apache Kafka Sample Questions (Q45-Q50):NEW QUESTION # 45
What are benefits to gracefully shutting down brokers? (Choose two.)
  • A. It will automatically re-elect leaders on restart.
  • B. It will migrate any partitions the server is the leader for to other replicas prior to shutting down.
  • C. It will sync all its logs to disk to avoid needing to do any log recovery when it restarts.
  • D. It will balance the partitions across brokers before restarting.
Answer: B,C
Explanation:
A graceful shutdown ensures that logs are flushed to disk, minimizing recovery time during restart.
Kafka performs controlled leader migration during a graceful shutdown to avoid disruption and ensure availability.

NEW QUESTION # 46
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-group-throughput.sh
  • B. bin/kafka-consumer-groups.sh
  • C. bin/kafka-reassign-partitions.sh
  • D. bin/kafka-consumer-lag.sh
Answer: B
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 # 47
Which secure communication is supported between the REST proxy and REST clients?
  • A. Kerberos
  • B. TLS (HTTPS)
  • C. SCRAM
  • D. MD5
Answer: B

NEW QUESTION # 48
How does Kafka guarantee message integrity after a message is written on a disk?
  • A. 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
  • B. A message can be edited by the producer, producing to the message offset.
  • C. Only message metadata can be altered using command line (CLI) tools.
Answer: A
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 # 49
Which of the following are Kafka Connect internal topics? (Choose three.)
  • A. connect-offsets
  • B. connect-status
  • C. connect-confiqs
  • D. connect-standalone
  • E. connect-distributed
Answer: A,B,C
Explanation:
connect-configs stores connector configurations.
connect-status tracks the status of connectors and tasks (e.g., RUNNING, FAILED).
connect-offsets stores source connector offsets for reading from external systems.

NEW QUESTION # 50
......
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