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Updated: Sep 05, 2025

No. of Questions: 260 Questions & Answers with Testing Engine

Download Limit: Unlimited

Choosing Purchase: "Online Test Engine"
Price: $69.00 

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CCDAK Online Engine

CCDAK Online Test Engine
  • Online Tool, Convenient, easy to study.
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CCDAK Self Test Engine

CCDAK Testing Engine
  • Installable Software Application
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CCDAK Practice Q&A's

CCDAK PDF
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Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:

1. Select the Kafka Streams joins that are always windowed joins.

A) KStream-KTable join
B) KStream-KStream join
C) KTable-KTable join
D) KStream-GlobalKTable


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 storage issue on the broker.
B) The number of partitions does not match the number of application instances.
C) An instance of the application is crashing and being restarted.
D) There is a slow consumer processing application.


3. There are two consumers C1 and C2 belonging to the same group G subscribed to topics T1 and T2. Each of the topics has 3 partitions. How will the partitions be assigned to consumers with Partition Assigner being Round Robin Assigner?

A) Two consumers cannot read from two topics at the same time
B) C1 will be assigned partitions 0 and 1 from T1 and T2, C2 will be assigned partition 2 from T1 and T2.
C) All consumers will read from all partitions
D) C1 will be assigned partitions 0 and 2 from T1 and partition 1 from T2. C2 will have partition 1 from T1 and partitions 0 and 2 from T2.


4. We have a store selling shoes. What dataset is a great candidate to be modeled as a KTable in Kafka Streams?

A) The transaction stream
B) Inventory contents right now
C) Items returned
D) Money made until now


5. You create a producer that writes messages about bank account transactions from tens of thousands of different customers into a topic.
* Your consumers must process these messages with low latency and minimize consumer lag
* Processing takes ~6x longer than producing
* Transactions for each bank account must be processedin orderWhich strategy should you use?

A) Use a combination of the bank account number and the transaction timestamp as the message key.
B) Use the timestamp of the message's arrival as its key.
C) Use the bank account number found in the message as the message key.
D) Use a unique identifier such as a universally unique identifier (UUID) as the message key.


Solutions:

Question # 1
Answer: B
Question # 2
Answer: C,D
Question # 3
Answer: D
Question # 4
Answer: C,D
Question # 5
Answer: C

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Frequently Asked Questions

What kinds of study material TopExamCollection provides?

Test Engine: CCDAK study test engine can be downloaded and run on your own devices. Practice the test on the interactive & simulated environment.
PDF (duplicate of the test engine): the contents are the same as the test engine, support printing.

How long can I get the CCDAK products after purchase?

You will receive an email attached with the CCDAK study material within 5-10 minutes, and then you can instantly download it for study. If you do not get the study material after purchase, please contact us with email immediately.

How does your Testing Engine works?

Once download and installed on your PC, you can practice CCDAK test questions, review your questions & answers using two different options' practice exam' and 'virtual exam'.
Virtual Exam - test yourself with exam questions with a time limit.
Practice Exam - review exam questions one by one, see correct answers.

Can I get the updated CCDAK study material and how to get?

Yes, you will enjoy one year free update after purchase. If there is any update, our system will automatically send the updated study material to your payment email.

What's the applicable operating system of the CCDAK test engine?

Online Test Engine can supports Windows / Mac / Android / iOS, etc., because it is the software based on WEB browser. You can use it on any electronic device and practice with self-paced.
Online Test Engine supports offline practice, while the precondition is that you should run it with the internet at the first time.
Self Test Engine is suitable for windows operating system, running on the Java environment, and can install on multiple computers.
PDF Version: can be read under the Adobe reader, or many other free readers, including OpenOffice, Foxit Reader and Google Docs.

How often do you release your CCDAK products updates?

All the products are updated frequently but not on a fixed date. Our professional team pays a great attention to the exam updates and they always upgrade the content accordingly.

Do you have money back policy? How can I get refund if fail?

Yes. We have the money back guarantee in case of failure by our products. The process of money back is very simple: you just need to show us your failure score report within 60 days from the date of purchase of the exam. We will then verify the authenticity of documents submitted and arrange the refund after receiving the email and confirmation process. The money will be back to your payment account within 7 days.

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We offer some discounts to our customers. There is no limit to some special discount. You can check regularly of our site to get the coupons.

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