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Confluent CCDAK Exam Syllabus Topics:

Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:

1. Clients that connect to a Kafka cluster are required to specify one or more brokers in the bootstrap.servers parameter.
What is the primary advantage of specifying more than one broker?

A) It forces clients to enumerate every single broker in the cluster.
B) It provides redundancy in making the initial connection to the Kafka cluster.
C) It is the mechanism to distribute a topic's partitions across multiple brokers.
D) It provides the ability to wake up dormant brokers.

2. You are experiencing low throughput from a Java producer.
Metrics show low I/O thread ratio and low I/O thread wait ratio.
What is the most likely cause of the slow producer performance?

A) Compression is enabled.
B) There is a bad data link layer (layer 2) connection from the producer to the cluster.
C) The producer is sending large batches of messages.
D) The producer code has an expensive callback function.

3. Which statement describes the storage location for a sink connector's offsets?

A) In a file specified by the offset.storage.file.filename configuration parameter
B) In memory which is then periodically flushed to a RocksDB instance
C) The __consumer_offsets topic, like any other consumer
D) The topic specified in the offsets.storage.topic configuration parameter

4. (You want to read messages from all partitions of a topic in every consumer instance of your application.
How do you do this?)

A) Use the subscribe() method with an empty consumer group name configuration.
B) Use the subscribe() method with a regular expression argument.
C) Use the assign() method with the topic name as argument.
D) Use the assign() method using all topic-partitions of the topic as argument.

5. Your company has three Kafka clusters: Development, Testing, and Production.
The Production cluster is running out of storage, so you add a new node.
Which two statements about the new node are true?
(Select two.)

A) A new node can be added without stopping existing cluster nodes.
B) A node ID will be assigned to the new node automatically.
C) A new node will not have any partitions assigned to it unless a new topic is created or reassignment occurs.
D) A newly added node will have KRaft controller role by default.

Solutions: