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[General] Valid Test CCAAK Bootcamp - Sample CCAAK Questions Pdf

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【General】 Valid Test CCAAK Bootcamp - Sample CCAAK Questions Pdf

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Confluent CCAAK Exam Syllabus Topics:
TopicDetails
Topic 1
  • 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 2
  • 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 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
  • 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 5
  • Troubleshooting: This section of the exam measures skills of a Kafka Administrator and includes diagnosing common issues in Kafka clusters. It covers problem areas such as performance bottlenecks, message delivery failures, replication issues, and consumer lag, along with techniques to resolve them effectively.
Topic 6
  • 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.

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Confluent Certified Administrator for Apache Kafka Sample Questions (Q53-Q58):NEW QUESTION # 53
By default, what do Kafka broker network connections have?
  • A. No encryption, no authorization, but have authentication
  • B. Encryption and authentication, but no authorization
  • C. No encryption, no authentication and no authorization
  • D. Encryption, but no authentication or authorization
Answer: C
Explanation:
By default, Kafka brokers use the PLAINTEXT protocol for network communication. This means:
* No encryption - data is sent in plain text.
* No authentication - any client can connect without verifying identity.
* No authorization - there are no access control checks by default.
Security features like TLS, SASL, and ACLs must be explicitly configured.

NEW QUESTION # 54
A broker in the Kafka cluster is currently acting as the Controller.
Which statement is correct?
  • A. All consumers are allowed to fetch messages only from this server.
  • B. It can have topic partitions.
  • C. It is given precedence for replication to and from replica followers.
  • D. It is responsible for sending leader information to all producers.
Answer: B
Explanation:
The Controller broker is a regular broker that also takes on additional responsibilities for managing cluster metadata, such as leader elections and partition assignments. It still hosts topic partitions and participates in replication like any other broker.

NEW QUESTION # 55
Which of the following are Kafka Connect internal topics? (Choose three.)
  • A. connect-confiqs
  • B. connect-standalone
  • C. connect-distributed
  • D. connect-offsets
  • E. connect-status
Answer: A,D,E
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 # 56
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. The broker id is used as the epoch number to prevent a split brain scenario.
  • B. The number of Controllers should always be equal to the number of brokers alive in the cluster.
  • C. Kafka uses ZooKeeper's ephemeral node feature to elect a controller.
  • D. The Controller is responsible for reassigning partitions to the consumers in a Consumer Group.
  • E. The Controller uses the epoch number to prevent a split brain scenario.
  • F. The Controller is responsible for electing Leaders among the partitions and replicas.
Answer: C,E,F
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 # 57
What is the relationship between topics and partitions? (Choose two.)
  • A. There is no relationship between topics and partitions.
  • B. A partition may have more than one topic.
  • C. Atopic always has one partition.
  • D. A partition is always linked to a single topic.
  • E. Atopic may have more than one partition.
Answer: D,E
Explanation:
Kafka topics are split into one or more partitions to enable parallelism and scalability.
Each partition belongs to exactly one topic; it cannot span multiple topics.

NEW QUESTION # 58
......
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