Confluent Confluent Certified Developer CCDAK

Confluent Confluent Certified Developer CCDAK Confluent Certified Developer for Apache Kafka Certification Examination Exams

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Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:

1. You are building a system for a retail store selling products to customers.
Which three datasets should you model as a GlobalKTable?
(Select three.)

A) Catalog of products
B) Customer profile information
C) Log of payment transactions
D) Inventory of products at a warehouse
E) All purchases at a retail store occurring in real time

2. (A consumer application runs once every two weeks and reads from a Kafka topic.
The last time the application ran, the last offset processed was 217.
The application is configured with auto.offset.reset=latest.
The current offsets in the topic start at 318 and end at 588.
Which offset will the application start reading from when it starts up for its next run?)

A) 589
B) 0
C) 218
D) 318

3. You have a Kafka client application that has real-time processing requirements.
Which Kafka metric should you monitor?

A) Total time to serve requests to replica followers
B) Aggregate incoming byte rate
C) Consumer lag between brokers and consumers
D) Consumer heartbeat rate to group coordinator

4. (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) Horizontal Scaling
B) Vertical Scaling
C) Scaling Out
D) Plain Scaling

5. The producer code below features a Callback class with a method called onCompletion().
In the onCompletion() method, when the request is completed successfully, what does the value metadata.
offset() represent?

A) Its position in the producer's batch of messages
B) The sequential ID of the message committed into a partition
C) The ID of the partition to which the message was committed
D) The number of bytes that overflowed beyond a producer batch of messages

Solutions: