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CCAAK New Dumps Book | CCAAK Exam Revision Plan
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Confluent CCAAK Exam Syllabus Topics:
Topic
Details
Topic 1
- Apache Kafka® Cluster Configuration: This section of the exam measures skills of a Kafka Administrator and includes configuring broker properties, tuning for performance, managing topic-level settings, and applying best practices for production-grade environments.
Topic 2
- 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 3
- 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 4
- 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.
Topic 5
- 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.
Confluent Certified Administrator for Apache Kafka Sample Questions (Q45-Q50):
NEW QUESTION # 45
Which property in broker configuration specifies that a broker belongs to a particular rack?
Which property in broker configuration specifies that a broker belongs to a particular rack?
- A. zookeeper.rack
- B. broker.rack
- C. client.rack
- D. kafka.rack
Answer: B
Explanation:
The broker.rack property is used in a Kafka broker's configuration to specify the rack or availability zone the broker belongs to. This is important for rack-aware replica placement, allowing Kafka to distribute replicas across different racks for fault tolerance.
NEW QUESTION # 46
Per customer business requirements, a system's high availability is more important than message reliability.
Which of the following should be set?
- A. Unclean leader election should be enabled.
- B. Message retention.ms should be set to -1.
- C. The linger.ms should be set to '0'.
- D. The number of brokers in the cluster should be always odd (3, 5. 7 and so on).
Answer: A
Explanation:
Enabling unclean leader election allows Kafka to elect a non-in-sync replica as leader if all in-sync replicas are unavailable. This sacrifices message reliability (possible data loss) in favor of high availability, aligning with the requirement.
NEW QUESTION # 47
Your organization has a mission-critical Kafka cluster that must be highly available. A Disaster Recovery (DR) cluster has been set up using Replicator, and data is continuously being replicated from source cluster to the DR cluster. However, you notice that the message on offset 1002 on source cluster does not seem to match with offset 1002 on the destination DR cluster.
Which statement is correct?
- A. The DR cluster is lagging behind updates; once the DR cluster catches up, the messages will match.
- B. The message was updated on source cluster, but the update did not flow into destination DR cluster and errored.
- C. The message on DR cluster got over-written accidently by another application.
- D. The offsets for the messages on the source, destination cluster may not match.
Answer: D
Explanation:
When using Confluent Replicator (or MirrorMaker), offsets are not preserved between the source and destination Kafka clusters. Messages are replicated based on content, but they are assigned new offsets in the DR (destination) cluster. Therefore, offset 1002 on the source and offset 1002 on the DR cluster likely refer to different messages, which is expected behavior.
NEW QUESTION # 48
A company has an existing Kafka cluster running without SSL/TLS enabled. The customer wants to enable SSL on brokers to secure data in transit, but they would like to give applications connecting to this cluster some time to migrate to using SSL connection instead of putting a hard stop.
Which solution will meet the customer's requirements?
- A. Modify the advertised listeners setting on brokers to use SSL.
- B. Enable SSL on the current Listener, and do not enable mTLS.
- C. Enable SSL on the current listener, and do not implement SSL on application side.
- D. Create a new listener with SSL enabled.
Answer: D
Explanation:
Kafka supports multiple listeners, allowing you to run PLAINTEXT and SSL simultaneously. By creating a new SSL-enabled listener (e.g., on a different port), existing applications can continue using PLAINTEXT while gradually migrating to the SSL listener. This approach avoids downtime and gives clients time to adapt without enforcing a hard cutover.
NEW QUESTION # 49
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 number of consumers in the consumer group.
- B. Increase the partitions in Topic X.
- C. Decrease the consumer acknowledgment property to increase throughput.
- D. Create a new consumer group for Topic X containing two (2) consumers.
Answer: A
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 # 50
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