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The CCDAK Certification Exam is administered by Confluent, the creators of Apache Kafka. Confluent is a company that provides an enterprise-ready distribution of Apache Kafka, along with tools and services for building and managing Kafka-based applications. Confluent Certified Developer for Apache Kafka Certification Examination certification exam is intended for developers who work with Apache Kafka in their day-to-day roles and want to validate their skills and knowledge.

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The CCDAK certification exam covers a range of topics related to Kafka-based solutions, including Kafka architecture, basic and advanced Kafka APIs, Kafka Streams, Kafka Connect, and Kafka security. CCDAK exam is designed to test the ability of the developer to design and implement a Kafka-based solution that meets the requirements of a given use case, as well as troubleshoot and optimize Kafka-based solutions.

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Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions (Q131-Q136):

NEW QUESTION # 131
Where are the ACLs stored in a Kafka cluster by default?

A. Inside the broker's data directory
B. Under Zookeeper node /kafka-acl/
C. Inside the Zookeeper's data directory
D. In Kafka topic __kafka_acls

Answer: A

Explanation:
ACLs are stored in Zookeeper node /kafka-acls/ by default.

NEW QUESTION # 132
Which topic stores the sink connector offsets?

A. Topic name from offset.storage.topic
B. _consumer_offset
C. Topic name from status.storage.topic
D. Topic name from config.storage.topic

Answer: A

NEW QUESTION # 133
In the Kafka consumer metrics it is observed that fetch-rate is very high and each fetch is small. What steps will you take to increase throughput?

A. Increase fetch.max.bytes
B. Increase fetch.min.bytes
C. Increase fetch.max.wait
D. Decrease fetch.min.bytes
E. Decrease fetch.max.bytes

Answer: B

Explanation:
This will allow consumers to wait and receive more bytes in each fetch request.

NEW QUESTION # 134
Select the Kafka Streams joins that are always windowed joins.

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

Answer: C

Explanation:
Seehttps://docs.confluent.io/current/streams/developer-guide/dsl-api.html#joining

NEW QUESTION # 135
A producer just sent a message to the leader broker for a topic partition. The producer used acks=1 and therefore the data has not yet been replicated to followers. Under which conditions will the consumer see the message?

A. When the high watermark has advanced
B. When the message has been fully replicated to all replicas
C. Right away
D. Never, the produce request will fail

Answer: A

Explanation:
The high watermark is an advanced Kafka concept, and is advanced once all the ISR replicates the latest offsets. A consumer can only read up to the value of the High Watermark (which can be less than the highest offset, in the case of acks=1)

NEW QUESTION # 136
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