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Confluent CCDAK Web-Based Practice Exam - Reliable Online Self-Assessment Test

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Confluent Certified Developer for Apache Kafka (CCDAK) Certification Examination is a comprehensive test that evaluates an individual's proficiency in developing and deploying Kafka-based solutions. CCDAK examination assesses the knowledge and skills required to use Kafka's features effectively and efficiently in real-world scenarios. The CCDAK Exam is designed by Confluent, the company founded by the original creators of Apache Kafka, and is recognized globally as a benchmark for Kafka expertise.

Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions (Q23-Q28):

NEW QUESTION # 23
What is a consequence of increasing the number of partitions in an existing Kafka topic?

A. Consumers will need to process data from more partitions which will significantly increase consumer lag.
B. The acknowledgment process will increase latency for producers using acks=all.
C. Records with the same key could be located in different partitions.
D. Existing data will be redistributed across the new number of partitions temporarily increasing cluster load.

Answer: A

Explanation:
Increasing partitions increasesparallelism, but also means:
* Consumers in a group may have to handlemore partitions, especially if the number of consumers is lower than the number of partitions.
* This can result inincreased lag, especially under high load.
FromKafka Topic Management Docs:
"Increasing the number of partitions increases consumer work, and if consumers can't keep up, lag can accumulate."
* A is false:existing data is not redistributed.
* B is false:records with the same key always map to the same partitionbased on hash.
* D is not directly impacted by the partition count.
Reference:Kafka Topic Management > Adding Partitions

NEW QUESTION # 24
Which feature determines the maximum parallelism at which a Kafka Streams application can run?

A. Brokers in the Kafka cluster
B. Input topics
C. Configured Kafka Streams application instances
D. Partitions of the input topic(s)

Answer: D

NEW QUESTION # 25
There are five brokers in a cluster, a topic with 10 partitions and replication factor of 3, and a quota of producer_bytes_rate of 1 MB/sec has been specified for the client. What is the maximum throughput allowed for the client?

A. 5 MB/s
B. 10 MB/s
C. 0.33 MB/s
D. 1 MB/s

Answer: A

Explanation:
Each producer is allowed to produce @ 1MB/s to a broker. Max throughput 5 * 1MB, because we have 5 brokers.

NEW QUESTION # 26
Where are the ACLs stored in a Kafka cluster by default?

A. Under Zookeeper node /kafka-acl/
B. In Kafka topic __kafka_acls
C. Inside the Zookeeper's data directory
D. Inside the broker's data directory

Answer: D

Explanation:
ACLs are stored in Zookeeper node /kafka-acls/ by default.

NEW QUESTION # 27
To transform data from a Kafka topic to another one, I should use

A. Kafka Connect Source
B. Kafka Streams
C. Consumer + Producer
D. Kafka Connect Sink

Answer: B

Explanation:
Kafka Streams is a library for building streaming applications, specifically applications that transform input Kafka topics into output Kafka topics

NEW QUESTION # 28
......

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