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[General] CCAAK Reliable Exam Testking, CCAAK Test Online

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【General】 CCAAK Reliable Exam Testking, CCAAK Test Online

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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
  • 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 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
  • 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
  • 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 6
  • 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.

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Confluent Certified Administrator for Apache Kafka Sample Questions (Q26-Q31):NEW QUESTION # 26
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 partitions in Topic X.
  • B. Increase the number of consumers in the consumer group.
  • C. Create a new consumer group for Topic X containing two (2) consumers.
  • D. Decrease the consumer acknowledgment property to increase throughput.
Answer: B
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 # 27
By default, what do Kafka broker network connections have?
  • A. No encryption, no authorization, but have authentication
  • B. Encryption, but no authentication or authorization
  • C. No encryption, no authentication and no authorization
  • D. Encryption and authentication, but no 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 # 28
What is the relationship between topics and partitions? (Choose two.)
  • A. Atopic always has one partition.
  • B. Atopic may have more than one partition.
  • C. A partition may have more than one topic.
  • D. A partition is always linked to a single topic.
  • E. There is no relationship between topics and partitions.
Answer: B,D
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 # 29
What is the atomic unit of data in Kafka?
  • A. Partition
  • B. Message
  • C. Offset
  • D. Topic
Answer: B
Explanation:
The message (also called a record) is the atomic unit of data in Kafka. It consists of a key, value, and optional headers and metadata. Messages are written to partitions and read by consumers.

NEW QUESTION # 30
Which ksqlDB statement produces data that is persisted into a Kafka topic?
  • A. INSERT VALUES
  • B. CREATE TABLE
  • C. SELECT (Push Query)
  • D. SELECT (Pull Query)
Answer: A
Explanation:
INSERT VALUES is used to write data directly into a Kafka topic through a ksqlDB stream or table. This data is persisted.

NEW QUESTION # 31
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