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Confluent CCDAK Exam Dumps - Actual Questions Answers

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  • Last Update: Jul 12, 2025
  • Questions: 61 questions with Expert Explanation
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CCDAK Questions and Answers

Question # 1

You create a topic named stream-logs with:

    A replication factor of 3

    Four partitions

    Messages that are plain logs without a keyHow will messages be distributed across partitions?

A.

The first message will always be written to partition 0.

B.

Messages will be distributed round-robin among all the topic partitions.

C.

All messages will be written to the same log segment.

D.

Messages will be distributed among all the topic partitions with strict ordering.

Question # 2

An application is consuming messages from Kafka.

The application logs show that partitions are frequently being reassigned within the consumer group.

Which two factors may be contributing to this?

(Select two.)

A.

There is a slow consumer processing application.

B.

The number of partitions does not match the number of application instances.

C.

There is a storage issue on the broker.

D.

An instance of the application is crashing and being restarted.

Question # 3

Which is true about topic compaction?

A.

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.

B.

When a client produces a new event with an existing key, the broker immediately deletes the offset of the existing event.

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.

Compaction will keep exactly one message per key after compaction of inactive log segments.

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Confluent CCDAK Exam Dumps FAQs

1. What is the Confluent CCDAK Certified Developer for Apache Kafka Certification Exam?

The Confluent CCDAK Certified Developer for Apache Kafka certification exam is a globally recognized credential that validates your knowledge of Apache Kafka and Confluent Platform. It is targeted towards developers and solutions architects who want to demonstrate their in-depth knowledge of the platform needed to develop applications that work with Kafka.

2. Who should take the Confluent CCDAK Certified Developer for Apache Kafka Certification Exam?

This CCDAK exam is ideal for software developers, solutions architects, and technical professionals who want to:

  • Demonstrate their proficiency in Kafka development for modern data architectures.
  • Enhance their career prospects with a recognized industry certification.
  • Gain a deeper understanding of Confluent Platform features and tools.

3. What are the key topics covered in the Confluent CCDAK Certified Developer for Apache Kafka Certification Exam?

The CCDAK exam focuses on six main areas:

  • Kafka core concepts: Producers, consumers, topics, partitions, offsets, etc.
  • Confluent Platform features: Streams, KSQL, Connect, Schema Registry, etc.
  • Developing applications with Kafka: Producer and consumer APIs, error handling, security.
  • Monitoring and troubleshooting: Metrics, logs, tracing, incident response.
  • Security and authentication: ACLs, RBAC, encryption, data governance.
  • High availability and scalability: Cluster architecture, replication, disaster recovery.

4. What is the validity period of the CCDAK Certification?

The CCDAK certification is valid for two years from the date of issue.

5. What is the format of the Confluent CCDAK Certification?

The exam consists of 60 multiple-choice questions in English, with a duration of 90 minutes. You need to score at least 70% to pass.

6. What is the difference between the CCDAK certification and the CCAK Certification?

The CCDAK certification is targeted towards developers and solutions architects who want to demonstrate their in-depth knowledge of the platform needed to develop applications that work with Kafka. The CCAK Certification Exam, on the other hand, is targeted towards system administrators who want to demonstrate their ability to manage and operate Kafka clusters.

7. Can I take the CCDAK Exam online?

Yes, you can take the CCDAK exam online from the comfort of your home or office. The exam is proctored remotely, and you will need a stable internet connection and a webcam to take the exam.

8. Does DumpsMate offer any refund policy?

We offer a hassle-free money-back guarantee if you are not satisfied with our materials.

9. How can I get additional support or ask questions about the CCDAK Exam?

DumpsMate offers responsive customer support through our website and email. We are happy to answer your questions and help you with your exam preparation.

10. What are the career opportunities for CCDAK certified professionals?

The demand for skilled Kafka developers is growing rapidly, and CCDAK certification can give you a competitive edge in the job market. Certified professionals can command higher salaries and qualify for more senior positions. 

11. Can I retake the CCDAK exam if I fail?

Yes, you are allowed to retake the exam if you do not pass it the first time. However, there is a waiting period before you can re-register.

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