Confluent CCDAK : Confluent Certified Developer for Apache Kafka Certification Examination

  • Exam Code: CCDAK
  • Exam Name: Confluent Certified Developer for Apache Kafka Certification Examination
  • Updated: Oct 05, 2026
  • Q & A: 92 Questions and Answers

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Confluent CCDAK Exam Syllabus Topics:

SectionObjectives
Kafka Producers and Consumers- Consumer API
  • 1. Consumer groups
    • 2. Rebalancing and offset commits
      - Producer API
      • 1. Reliability and acknowledgments
        • 2. Serialization and partitioning strategies
          Kafka Ecosystem and Confluent Platform- ksqlDB and connectors
          • 1. Kafka Connect basics
            • 2. Stream querying concepts
              - Schema Registry
              • 1. Avro, Protobuf, JSON Schema usage
                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
                        Kafka Streams and Processing- Event processing patterns
                        • 1. Windowing and aggregation
                          • 2. Exactly-once semantics
                            - Kafka Streams API
                            • 1. Stream processing fundamentals
                              • 2. Stateful vs stateless processing

                                Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:

                                Question #1

                                Clients that connect to a Kafka cluster are required to specify one or more brokers in the bootstrap.servers parameter.
                                What is the primary advantage of specifying more than one broker?

                                • A. It forces clients to enumerate every single broker in the cluster.
                                • B. It provides redundancy in making the initial connection to the Kafka cluster.
                                • C. It is the mechanism to distribute a topic's partitions across multiple brokers.
                                • D. It provides the ability to wake up dormant brokers.
                                Reveal Solution  Discussion  0

                                Correct Answer: B  🗳️

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                                Question #2

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

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

                                Correct Answer: D  🗳️

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                                Question #3

                                Which statement describes the storage location for a sink connector's offsets?

                                • A. In a file specified by the offset.storage.file.filename configuration parameter
                                • B. In memory which is then periodically flushed to a RocksDB instance
                                • C. The __consumer_offsets topic, like any other consumer
                                • D. The topic specified in the offsets.storage.topic configuration parameter
                                Reveal Solution  Discussion  0

                                Correct Answer: C  🗳️

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                                Question #4

                                (You want to read messages from all partitions of a topic in every consumer instance of your application.
                                How do you do this?)

                                • A. Use the subscribe() method with an empty consumer group name configuration.
                                • B. Use the subscribe() method with a regular expression argument.
                                • C. Use the assign() method with the topic name as argument.
                                • D. Use the assign() method using all topic-partitions of the topic as argument.
                                Reveal Solution  Discussion  0

                                Correct Answer: D  🗳️

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                                Question #5

                                Your company has three Kafka clusters: Development, Testing, and Production.
                                The Production cluster is running out of storage, so you add a new node.
                                Which two statements about the new node are true?
                                (Select two.)

                                • A. A new node can be added without stopping existing cluster nodes.
                                • B. A node ID will be assigned to the new node automatically.
                                • C. A new node will not have any partitions assigned to it unless a new topic is created or reassignment occurs.
                                • D. A newly added node will have KRaft controller role by default.
                                Reveal Solution  Discussion  0

                                Correct Answer: A,C  🗳️

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