Confluent CCDAK dumps - in .pdf

CCDAK pdf
  • Exam Code: CCDAK
  • Exam Name: Confluent Certified Developer for Apache Kafka Certification Examination
  • Updated: Oct 05, 2026
  • Q & A: 92 Questions and Answers
  • PDF Price: $59.99
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  • Exam Code: CCDAK
  • Exam Name: Confluent Certified Developer for Apache Kafka Certification Examination
  • Updated: Oct 05, 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 05, 2026
  • Q & A: 92 Questions and Answers
  • Software Price: $59.99
  • Testing Engine

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Confluent CCDAK Exam Syllabus Topics:

SectionObjectives
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 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
                Kafka Fundamentals- Data flow in Kafka
                • 1. Offset management
                  • 2. Producer and consumer model
                    - Kafka architecture and core concepts
                    • 1. Replication and fault tolerance
                      • 2. Brokers, topics, partitions
                        Kafka Producers and Consumers- Producer API
                        • 1. Reliability and acknowledgments
                          • 2. Serialization and partitioning strategies
                            - Consumer API
                            • 1. Consumer groups
                              • 2. Rebalancing and offset commits

                                Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:

                                Question #1

                                (An S3 source connector named s3-connector stopped running.
                                You use the Kafka Connect REST API to query the connector and task status.
                                One of the three tasks has failed.
                                You need to restart the connector and all currently running tasks.
                                Which REST request will restart the connector instance and all its tasks?)

                                • A. POST /connectors/s3-connector/restart?includeTasks=true&onlyFailed=true
                                • B. POST /connectors/s3-connector/tasks/0/restart
                                • C. POST /connectors/s3-connector/restart?includeTasks=true
                                • D. POST /connectors/s3-connector/restart
                                Reveal Solution  Discussion  0

                                Correct Answer: C  🗳️

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

                                Question #2

                                (You create an Orders topic with 10 partitions.
                                The topic receives data at high velocity.
                                Your Kafka Streams application initially runs on a server with four CPU threads.
                                You move the application to another server with 10 CPU threads to improve performance.
                                What does this example describe?)

                                • A. Scaling Out
                                • B. Vertical Scaling
                                • C. Plain Scaling
                                • D. Horizontal Scaling
                                Reveal Solution  Discussion  0

                                Correct Answer: B  🗳️

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

                                Question #3

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

                                Correct Answer: D  🗳️

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

                                Question #4

                                You need to set alerts on key broker metrics to trigger notifications when the cluster is unhealthy.
                                Which are three minimum broker metrics to monitor?
                                (Select three.)

                                • A. kafka.controller:type=KafkaController,name=ActiveControllerCount
                                • B. kafka.controller:type=KafkaController,name=LastCommittedRecordOffset
                                • C. kafka.controller:type=KafkaController,name=OfflinePartitionsCount
                                • D. kafka.controller:type=ControllerStats,name=UncleanLeaderElectionsPerSec
                                • E. kafka.controller:type=KafkaController,name=TopicsToDeleteCount
                                Reveal Solution  Discussion  0

                                Correct Answer: A,C,D  🗳️

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

                                Question #5

                                You need to configure a sink connector to write records that fail into a dead letter queue topic. Requirements:
                                Topic name: DLQ-Topic
                                Headers containing error context must be added to the messagesWhich three configuration parameters are necessary?(Select three.)

                                • A. errors.log.enable=true
                                • B. errors.deadletterqueue.context.headers.enable=true
                                • C. errors.tolerance=none
                                • D. errors.tolerance=all
                                • E. errors.deadletterqueue.topic.name=DLQ-Topic
                                • F. errors.log.include.messages=true
                                Reveal Solution  Discussion  0

                                Correct Answer: B,D,E  🗳️

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