2025 Useful Confluent CCDAK: Confluent Certified Developer for Apache Kafka Certification Examination Latest Exam Pdf

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Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions (Q234-Q239):

NEW QUESTION # 234
Which feature determines the maximum parallelism at which a Kafka Streams application can run?

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

Answer: B

NEW QUESTION # 235
Which of these joins does not require input topics to be sharing the same number of partitions?

A. KStream-KTable join
B. KTable-KTable join
C. KStream-KStream join
D. KStream-GlobalKTable

Answer: D

Explanation:
GlobalKTables have their datasets replicated on each Kafka Streams instance and therefore no repartitioning is required

NEW QUESTION # 236
is KSQL ANSI SQL compliant?

A. Yes
B. No

Answer: B

Explanation:
KSQL is not ANSI SQL compliant, for now there are no defined standards on streaming SQL languages

NEW QUESTION # 237
A bank uses a Kafka cluster for credit card payments. What should be the value of the property unclean.leader.
election.enable?

A. TRUE
B. FALSE

Answer: B

Explanation:
Setting unclean.leader.election.enable to true means we allow out-of-sync replicas to become leaders, we will lose messages when this occurs, effectively losing credit card payments and making our customers very angry.

NEW QUESTION # 238
What is encoding and decoding of a message also known as?

A. Scalability and fault tolerance
B. Serialization and deserialization
C. Aggregation and deaggregation
D. Publish and subscribe

Answer: B

NEW QUESTION # 239
......

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