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Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:

1. (You have a topic with four partitions. The application reading this topic is using a consumer group with two consumers.
Throughput is smoothly distributed among partitions, but application lag is increasing.
Application monitoring shows that message processing is consuming all available CPU resources.
Which action should you take to resolve this issue?)

A) Increase the max.poll.records property of consumers.
B) Decrease the max.poll.records property of consumers.
C) Add more consumers to increase the level of parallelism of the processing.
D) Add more partitions to the topic to increase the level of parallelism of the processing.

2. The producer code below features a Callback class with a method called onCompletion().
When will the onCompletion() method be invoked?

A) When the producer batches the message
B) When the producer puts the message into its socket buffer
C) When the producer receives the acknowledgment from the broker
D) When a consumer sends an acknowledgement to the producer

3. (You create an Orders topic with 10 partitions.
The topic receives data at high velocity.
Your Kafka Streams application initially runs on a server with four CPU threads.
You move the application to another server with 10 CPU threads to improve performance.
What does this example describe?)

A) Vertical Scaling
B) Scaling Out
C) Horizontal Scaling
D) Plain Scaling

4. (A stream processing application tracks user activity in online shopping carts, including items added, removed, and ordered throughout the day for each user.
You need to capture data to identify possible periods of user inactivity.
Which type of Kafka Streams window should you use?)

A) Session
B) Hopping
C) Tumbling
D) Sliding

5. A producer is configured with the default partitioner. It is sending records to a topic that is configured with five partitions. The record does not contain any key.
What is the result of this?

A) Records will be sent to partition 0.
B) An error will be raised and no record will be sent.
C) Records will be dispatched among the available partitions.
D) Records will be sent to the least used partition.

Solutions: