Confluent CCDAK dumps - in .pdf

CCDAK pdf
  • Exam Code: CCDAK
  • Exam Name: Confluent Certified Developer for Apache Kafka Certification Examination
  • Updated: Oct 24, 2026
  • Q & A: 92 Questions and Answers
  • PDF Price: $59.99
  • Free Demo

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  • Exam Code: CCDAK
  • Exam Name: Confluent Certified Developer for Apache Kafka Certification Examination
  • Updated: Oct 24, 2026
  • Q & A: 92 Questions and Answers
  • PDF Version + PC Test Engine + Online Test Engine
  • Value Pack Total: $119.98  $79.99
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Confluent CCDAK dumps - Testing Engine

CCDAK Testing Engine
  • Exam Code: CCDAK
  • Exam Name: Confluent Certified Developer for Apache Kafka Certification Examination
  • Updated: Oct 24, 2026
  • Q & A: 92 Questions and Answers
  • Software Price: $59.99
  • Testing Engine

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Confluent CCDAK Exam Syllabus Topics:

SectionObjectives
Kafka Streams and Processing- Kafka Streams API
  • 1. Stream processing fundamentals
    • 2. Stateful vs stateless processing
      - Event processing patterns
      • 1. Exactly-once semantics
        • 2. Windowing and aggregation
          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 Fundamentals- Data flow in Kafka
                  • 1. Offset management
                    • 2. Producer and consumer model
                      - Kafka architecture and core concepts
                      • 1. Brokers, topics, partitions
                        • 2. Replication and fault tolerance
                          Kafka Ecosystem and Confluent Platform- Schema Registry
                          • 1. Avro, Protobuf, JSON Schema usage
                            - ksqlDB and connectors
                            • 1. Stream querying concepts
                              • 2. Kafka Connect basics

                                Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:

                                Question #1

                                (You are writing a producer application and need to ensure proper delivery.
                                You configure the producer with acks=all.
                                Which two actions should you take to ensure proper error handling?
                                Select two.)

                                • A. Surround the call to producer.send() with a try/catch block to catch KafkaException.
                                • B. Check the value of ProducerRecord.status().
                                • C. Use a callback argument in producer.send() where you check delivery status.
                                • D. Check that producer.send() returned a RecordMetadata object and is not null.
                                Reveal Solution  Discussion  0

                                Correct Answer: A,C  🗳️

                                Explanation: Only visible for ExamDumpsVCE members. You can sign-up / login (it's free).

                                Question #2

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

                                Correct Answer: D  🗳️

                                Explanation: Only visible for ExamDumpsVCE members. You can sign-up / login (it's free).

                                Question #3

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

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

                                Correct Answer: A  🗳️

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                                Question #4

                                (You have a Kafka Connect cluster with multiple connectors deployed.
                                One connector is not working as expected.
                                You need to find logs related to that specific connector to investigate the issue.
                                How can you find the connector's logs?)

                                • A. Modify the log4j.properties file to add a dedicated log appender for the connector.
                                • B. Modify the log4j.properties file to enable connector context.
                                • C. Change the log level to DEBUG to include connector context information.
                                • D. Make no change; there is no way to isolate connector logs.
                                Reveal Solution  Discussion  0

                                Correct Answer: A  🗳️

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                                Question #5

                                Which is true about topic compaction?

                                • A. Compaction will keep exactly one message per key after compaction of inactive log segments.
                                • B. When a client produces a new event with an existing key, the old value is overwritten with the new value in the compacted log segment.
                                • C. Topic compaction does not remove old events; instead, when clients consume events from a compacted topic, they store events in a hashmap that maintains the latest value.
                                • D. When a client produces a new event with an existing key, the broker immediately deletes the offset of the existing event.
                                Reveal Solution  Discussion  0

                                Correct Answer: A  🗳️

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