Confluent CCDAK : Confluent Certified Developer for Apache Kafka Certification Examination

Exam Code: CCDAK

Exam Name: Confluent Certified Developer for Apache Kafka Certification Examination

Updated: Nov 11, 2026

Q & A: 92 Questions and Answers

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Confluent CCDAK Exam Syllabus Topics:

SectionObjectives
Topic 1: Kafka Producers and Consumers- Producer API
  • 1. Serialization and partitioning strategies
    • 2. Reliability and acknowledgments
      - Consumer API
      • 1. Rebalancing and offset commits
        • 2. Consumer groups
          Topic 2: Kafka Fundamentals- Kafka architecture and core concepts
          • 1. Replication and fault tolerance
            • 2. Brokers, topics, partitions
              - Data flow in Kafka
              • 1. Producer and consumer model
                • 2. Offset management
                  Topic 3: Kafka Streams and Processing- Event processing patterns
                  • 1. Exactly-once semantics
                    • 2. Windowing and aggregation
                      - Kafka Streams API
                      • 1. Stream processing fundamentals
                        • 2. Stateful vs stateless processing
                          Topic 4: Kafka Ecosystem and Confluent Platform- ksqlDB and connectors
                          • 1. Stream querying concepts
                            • 2. Kafka Connect basics
                              - Schema Registry
                              • 1. Avro, Protobuf, JSON Schema usage

                                Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:

                                Question #1

                                You are sending messages to a Kafka cluster in JSON format and want to add more information related to each message:
                                Format of the message payload
                                Message creation time
                                A globally unique identifier that allows the message to be traced through the systemWhere should this additional information be set?

                                • A. Value
                                • B. Broker
                                • C. Header
                                • D. Key
                                Reveal Solution  Discussion  0

                                Correct Answer: C  🗳️

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                                Question #2

                                (You have a Kafka consumer in production actively reading from a critical topic from which multiple other applications are consuming.
                                You have a new requirement to update the offset of your consumer to start reading from the beginning of the topic.
                                Which action would you take?)

                                • A. Update the consumer group's offset to the earliest position using the kafka-consumer-groups CLI tool.
                                • B. Update the consumer configuration by setting the auto.offset.reset property to earliest.
                                • C. Start a new consumer application with the same consumer group id.
                                • D. Temporarily configure the topic's retention.ms parameter to 0 to empty the topic.
                                Reveal Solution  Discussion  0

                                Correct Answer: A  🗳️

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                                Question #3

                                (You are experiencing low throughput from a Java producer.
                                Kafka producer metrics show a low I/O thread ratio and low I/O thread wait ratio.
                                What is the most likely cause of the slow producer performance?)

                                • A. There is a bad data link layer (Layer 2) connection from the producer to the cluster.
                                • B. The producer code has an expensive callback function.
                                • C. Compression is enabled.
                                • D. The producer is sending large batches of messages.
                                Reveal Solution  Discussion  0

                                Correct Answer: B  🗳️

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                                Question #4

                                You are developing a Java application using a Kafka consumer.
                                You need to integrate Kafka's client logs with your own application's logs using log4j2.
                                Which Java library dependency must you include in your project?

                                • A. SLF4J implementation for Log4j 1.2 (org.slf4j:slf4j-log4j12)
                                • B. SLF4J implementation for Log4j2 (org.apache.logging.log4j:log4j-slf4j-impl)
                                • C. Just the log4j2 dependency of the application
                                • D. None, the right dependency will be added by the Kafka client dependency by transitivity.
                                Reveal Solution  Discussion  0

                                Correct Answer: B  🗳️

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                                Question #5

                                (You create a topic with five partitions.
                                What can you assume about messages read from that topic by a single consumer group?)

                                • A. All messages will be read from exactly one broker by the consumer group.
                                • B. Messages can be consumed by a maximum of five consumers in the same consumer group.
                                • C. The consumer group can only read the same number of messages from all the partitions.
                                • D. Messages from one partition can be consumed by any of the consumers in a group for faster processing.
                                Reveal Solution  Discussion  0

                                Correct Answer: B  🗳️

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