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Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:

1. Match the topic configuration setting with the reason the setting affects topic durability.
(You are given settings like unclean.leader.election.enable=false, replication.factor, min.insync.replicas=2)

2. 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 topic specified in the offsets.storage.topic configuration parameter
D) The __consumer_offsets topic, like any other consumer

3. (You are designing a stream pipeline to monitor the real-time location of GPS trackers, where historical location data is not required.
Each event has:
* Key: trackerId
* Value: latitude, longitude
You need to ensure that the latest location for each tracker is always retained in the Kafka topic.
Which topic configuration parameter should you set?)

A) retention.ms=infinite
B) cleanup.policy=compact
C) min.cleanable.dirty.ratio=-1
D) retention.ms=0

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

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

5. A stream processing application is tracking user activity in online shopping carts.
You want to identify periods of user inactivity.
Which type of Kafka Streams window should you use?

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

Solutions: