Confluent CCDAK Exam Dumps

Get All Certified Developer for Apache Kafka Exam Questions with Validated Answers

CCDAK Pack
Vendor: Confluent
Exam Code: CCDAK
Exam Name: Certified Developer for Apache Kafka
Exam Questions: 150
Last Updated: August 23, 2026
Related Certifications: Confluent Certified Developer
Exam Tags: Intermediate Level Software DevelopersData Engineers
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Free Confluent CCDAK Exam Actual Questions

Question No. 1

You are running a Kafka Streams application in a Docker container managed by Kubernetes, and upon application restart, it takes a long time for the docker container to replicate the state and get back to processing the dat

a. How can you improve dramatically the application restart?

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Correct Answer: A

Although any Kafka Streams application is stateless as the state is stored in Kafka, it can take a while and lots of resources to recover the state from Kafka. In order to speed up recovery, it is advised to store the Kafka Streams state on a persistent volume, so that only the missing part of the state needs to be recovered.


Question No. 2

Your streams application is reading from an input topic that has 5 partitions. You run 5 instances of your application, each with num.streams.threads set to 5. How many stream tasks will be created and how many will be active?

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Correct Answer: D

One partition is assigned a thread, so only 5 will be active, and 25 threads (i.e. tasks) will be created


Question No. 3

You have a Zookeeper cluster that needs to be able to withstand the loss of 2 servers and still be able to function. What size should your Zookeeper cluster have?

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Correct Answer: B

Your Zookeeper cluster needs to have an odd number of servers, and must maintain a majority of servers up to be able to vote. Therefore, a 2N+1 zookeeper cluster can survive to N zookeeper being down, so here the right answer is N=2, 2*N+1=5


Question No. 4

How will you set the retention for the topic named my-topic to 1 hour?

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Correct Answer: C

retention.ms can be configured at topic level while creating topic or by altering topic. It shouldn't be set at the broker level (log.retention.ms) as this would impact all the topics in the cluster, not just the one we are interested in


Question No. 5

A topic receives all the orders for the products that are available on a commerce site. Two applications want to process all the messages independently - order fulfilment and monitoring. The topic has 4 partitions, how would you organise the consumers for optimal performance and resource usage?

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Correct Answer: C

two partitions groups - one for each application so that all messages are delivered to both the application. 4 consumers in each as there are 4 partitions of the topic, and you cannot have more consumers per groups than the number of partitions (otherwise they will be inactive and wasting resources)


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