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Title: CCAAK Dump Collection - CCAAK Study Materials
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Pass Your Confluent CCAAK: Confluent Certified Administrator for Apache Kafka Exam with Authorized CCAAK Dump Collection EffectivelyThe Confluent Certified Administrator for Apache Kafka (CCAAK) certification exam is one of the top-rated career advancement certifications in the market. This CCAAK exam dumps have been inspiring beginners and experienced professionals since its beginning. There are several personal and professional benefits that you can gain after passing the CCAAK Exam. The validation of expertise, more career opportunities, salary enhancement, instant promotion, and membership of Confluent certified professional community.
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
  • 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 3
  • 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.

Confluent Certified Administrator for Apache Kafka Sample Questions (Q46-Q51):NEW QUESTION # 46
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?
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 # 47
Which tool is used for scalably and reliably streaming data between Kafka and other data systems?
Answer: B
Explanation:
Kafka Connect is the tool designed for scalable and reliable integration between Kafka and external data systems (e.g., databases, cloud storage, key-value stores). It supports source connectors (to pull data into Kafka) and sink connectors (to push data from Kafka).

NEW QUESTION # 48
Which ksqlDB statement produces data that is persisted into a Kafka topic?
Answer: C
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 # 49
If the Controller detects the failure of a broker that was the leader for some partitions, which actions will be taken? (Choose two.)
Answer: B,D
Explanation:
The Controller updates ZooKeeper with the new leader and in-sync replica (ISR) information to maintain metadata consistency.
Brokers need this information to correctly route client requests and continue replication.

NEW QUESTION # 50
How can authentication for both internal component traffic and external client traffic be accomplished?
Answer: A
Explanation:
Kafka supports multiple listeners, each with its own port, hostname, and security protocol. This allows you to:
*  Use one listener for internal communication (e.g., brokers, ZooKeeper, Connect, etc.) with one type of authentication (e.g., PLAINTEXT or SASL).
* Use a separate listener for external clients (e.g., producers and consumers) with a different protocol (e.g., SSL or SASL_SSL).

NEW QUESTION # 51
......
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