Factors to Consider When Choosing Reliable Kafka Certification Dumps Source Authenticity One of the most important factors in selecting Kafka certification dumps is ensuring that the source is authentic. Reputable platforms like DumpsArena provide well-researched and updated dumps, verified by industry Kafka Certification Dumps professionals. Avoid using random websites that offer free or questionable materials, as they may contain incorrect answers. Up-to-Date Content Kafka technology evolves regularly, and certification exams get updated to reflect the latest advancements. Always ensure that the dumps you choose are recent and align with the latest exam syllabus. Reliable sources frequently update their content to keep up with changes in Kafka architecture and best practices. 1. What is Apache Kafka primarily used for? A) Database Management B) Message Queuing C) Streaming Data Processing D) File Storage 2. Which component in Kafka is responsible for storing and managing messages? A) Producer B) Consumer C) Broker D) Zookeeper 3. What is the primary role of ZooKeeper in Kafka? A) Data Storage B) Leader Election and Cluster Management C) Message Processing D) Load Balancing 4. How does Kafka achieve fault tolerance? A) Replication across multiple brokers B) Using in-memory storage C) Storing data on a single server D) Periodic backup of logs
5. What is a Kafka partition? A) A separate topic in Kafka B) A way to distribute data across brokers C) A consumer group D) A type of Kafka broker 6. What guarantees does Kafka provide regarding message ordering? A) No ordering guarantees B) Global ordering across partitions C) Ordering within a partition D) Ordering across topics 7. Which API is used by Kafka producers to send messages? A) Consumer API B) Admin API C) Producer API D) Streams API 8. In Kafka, what is the function of a consumer group? A) To balance producer load B) To consume messages in parallel C) To monitor brokers D) To replicate messages 70% Off Offer Expire Soon >>>>> https://dumpsarena.com/confluent-dumps/ccdak/ 9. What does Kafka retention policy determine? A) The maximum number of partitions B) The number of consumers allowed C) How long messages are stored D) The number of brokers required
10. What does the “acks” configuration in a Kafka producer control? A) The number of brokers in a cluster B) Message durability guarantees C) Consumer offset management D) Partition assignment 11. Which of the following correctly describes Kafka’s log compaction? A) Deletes old messages B) Keeps the latest value for a key C) Removes duplicate messages D) Compresses logs for storage efficiency 12. How can a Kafka consumer track which messages have been processed? A) By using the producer’s API B) By storing data in ZooKeeper C) By committing offsets D) By configuring the broker settings 13. What happens if a Kafka broker goes down? A) The entire Kafka cluster stops B) Partitions on the failed broker become unavailable until it restarts C) The partitions are reassigned to available brokers D) All messages are lost 14. Which of the following Kafka tools is used for monitoring and debugging? A) kafka-console-producer B) kafka-topics C) kafka-consumer-groups D) kafka-mirror-maker 15. What is Kafka Streams used for? A) Managing Kafka brokers B) Processing real-time data streams C) Persisting messages to a database D) Creating new Kafka topics
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