GetValidTest CCDAK Dumps PDF Format - Confluent CCDAK Exam Questions

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The CCDAK exam covers a wide range of topics, including Kafka architecture and components, data modeling and serialization, producer and consumer APIs, Kafka Connect, Kafka Streams, and security. CCDAK exam consists of 60 multiple-choice questions and must be completed within two hours. Candidates who pass the exam will receive a Confluent Certified Developer for Apache Kafka certificate, which is valid for two years. The CCDAK Certification is a rigorous exam that requires a deep understanding of Kafka's architecture and APIs, and passing it is a significant achievement for any developer.

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Real Confluent CCDAK Exam Questions [2026] - Secret To Pass Exam In First Attempt

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The CCDAK certification is recognized as one of the most sought-after qualifications in the field of big data and analytics. It is ideal for developers who want to demonstrate their expertise in building real-time, scalable, and fault-tolerant data pipelines using Kafka. Confluent Certified Developer for Apache Kafka Certification Examination certification validates the candidate's knowledge of Kafka's core concepts and best practices, making them stand out in a competitive job market. CCDAK Exam is an excellent opportunity for developers to showcase their skills and advance their careers in the exciting field of data engineering.

Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions (Q44-Q49):

NEW QUESTION # 44
What is the difference between exactly once semantics (EOS) and idempotence?

Answer: B


NEW QUESTION # 45
You have an existing topic t1 with four partitions.
Which statement is correct about changing the number of partitions for this topic?

Answer: C


NEW QUESTION # 46
A topic has three replicas and you set min.insync.replicas to 2. If two out of three replicas are not available, what happens when a produce request with acks=all is sent to broker?

Answer: C

Explanation:
With this configuration, a single in-sync replica becomes read-only. Produce request will receive NotEnoughReplicasException.


NEW QUESTION # 47
Partition leader election is done by

Answer: D

Explanation:
The Controller is a broker that is responsible for electing partition leaders


NEW QUESTION # 48
You are working on a Kafka cluster with three nodes. You create a topic named orders with:
* replication.factor = 3
* min.insync.replicas = 2
* acks = allWhat exception will be generated if two brokers are down due to network delay?

Answer: D

Explanation:
With acks=all and min.insync.replicas=2, Kafka requiresat least two in-sync replicasto acknowledge a write.
If onlyone broker is alive, the condition fails, andNotEnoughReplicasExceptionis thrown by the producer.
FromKafka Producer Exception Docs:
"NotEnoughReplicasException is thrown when the number of in-sync replicas is insufficient to satisfy acks=all with min.insync.replicas."
* NetworkException is generic and not raised here.
* NotCoordinatorException is related to consumer group coordination.
* NotLeaderForPartitionException is unrelated unless accessing an unassigned leader.
Reference:Kafka Producer Error Handling


NEW QUESTION # 49
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