Purchase Confluent : CCDAK Exam Materials and then pass exam easily
Updated: Oct 28, 2026
No. of Questions: 92 Questions & Answers with Testing Engine
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Confluent CCDAK Exam Overview:
| Certification Vendor: | Confluent |
|---|---|
| Exam Name: | Confluent Certified Developer for Apache Kafka Certification Examination |
| Exam Number: | CCDAK |
| Passing Score: | Pass / Fail |
| Available Languages: | English |
| Exam Duration: | 90 minutes |
| Related Certifications: | Confluent Cloud Certified Operator (CCAC) Confluent Certified Administrator for Apache Kafka (CCAAK) |
| Exam Price: | $150 USD |
| Exam Format: | List order, Multiple-choice, Matching |
| Real Exam Qty: | 60 |
| Certificate Validity Period: | 2 years |
| Recommended Training: | Confluent Developer Training for Apache Kafka Confluent Documentation |
| Exam Registration: | Confluent Certification Portal |
| Sample Questions: | Confluent CCDAK Sample Questions |
| Exam Way: | Remote proctored online exam; requires webcam, microphone, Google Chrome browser |
| Pre Condition: | No mandatory prerequisites; recommended experience: 6+ months developing applications with Apache Kafka |
| Official Syllabus URL: | https://www.confluent.io/certification/ |
Confluent CCDAK Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Kafka Connect | 15% | - Data transformation and integration patterns - Connect architecture: workers, connectors, tasks, converters - Source and sink connectors configuration |
| Topic 2: Apache Kafka Streams | 12% | - Error handling and state management - Streams API concepts: topology, processors, state stores - Stream processing operations: map, filter, join, aggregation - Windowing and time semantics |
| Topic 3: Application Observability | 13% | - Tracing and performance tuning - Logging and monitoring metrics - Error diagnosis and troubleshooting |
| Topic 4: Application Testing | 8% | - Integration testing and test clusters - Mocking and test utilities - Unit testing producers and consumers |
| Topic 5: Apache Kafka Fundamentals | 23% | - Kafka architecture and data flow - Configuration basics and cluster setup - Delivery semantics: at-most-once, at-least-once, exactly-once - Core concepts: brokers, topics, partitions, replicas, offsets |
| Topic 6: Apache Kafka Application Development | 28% | - Schema management: Confluent Schema Registry, compatibility rules, evolution - Producer API: configuration, serialization, partitioning, error handling - Consumer API: configuration, offset management, consumer groups, rebalancing - Transactional messaging and idempotence |
Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:
Which two statements are correct when assigning partitions to the consumers in a consumer group using the assign() API?
(Select two.)
- A. All topics must have the same number of partitions to use assign() API.
- B. It is mandatory to subscribe to a topic before calling assign() to assign partitions.
- C. The consumer group will not be rebalanced if a consumer leaves the group.
- D. The consumer chooses which partition to read without any assignment from brokers.
Correct Answer: C,D 🗳️
Explanation: Only visible for Pass4SureQuiz members. You can sign-up / login (it's free).
(Your application consumes from a topic configured with a deserializer.
You want the application to be resilient to badly formatted records (poison pills).
You surround the poll() call with a try/catch block for RecordDeserializationException.
You need to log the bad record, skip it, and continue processing other records.
Which action should you take in the catch block?)
- A. Log the bad record and call consumer.skip() method.
- B. Log the bad record and seek the consumer to the offset of the next record.
- C. Log the bad record; no other action is needed.
- D. Throw a runtime exception to trigger a restart of the application.
Correct Answer: B 🗳️
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A stream processing application is consuming from a topic with five partitions. You run three instances of the application. Each instance has num.stream.threads=5.
You need to identify the number of stream tasks that will be created and how many will actively consume messages from the input topic.
- A. 15 created, 5 actively consuming
- B. 5 created, 1 actively consuming
- C. 15 created, 15 actively consuming
- D. 5 created, 5 actively consuming
Correct Answer: C 🗳️
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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. The producer is sending large batches of messages.
- B. Compression is enabled.
- C. There is a bad data link layer (layer 2) connection from the producer to the cluster.
- D. The producer code has an expensive callback function.
Correct Answer: D 🗳️
Explanation: Only visible for Pass4SureQuiz members. You can sign-up / login (it's free).
You have a topic with four partitions. The application reads from it using two consumers in a single consumer group.
Processing is CPU-bound, and lag is increasing.
What should you do?
- A. Add more partitions to the topic to increase the level of parallelism of the processing.
- B. Add more consumers to increase the level of parallelism of the processing.
- C. Decrease the max.poll.records property of consumers.
- D. Increase the max.poll.records property of consumers.
Correct Answer: B 🗳️
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