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Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions (Q58-Q63):

NEW QUESTION # 58
A Zookeeper configuration has tickTime of 2000, initLimit of 20 and syncLimit of 5. What's the timeout value for followers to connect to Zookeeper?

A. 20 sec
B. 10 sec
C. 40 sec
D. 2000 ms

Answer: C

Explanation:
tick time is 2000 ms, and initLimit is the config taken into account when establishing a connection to Zookeeper, so the answer is 2000 * 20 = 40000 ms = 40s

NEW QUESTION # 59
When is the onCompletion() method called?
private class ProducerCallback implements Callback {
@Override
public void onCompletion(RecordMetadata recordMetadata, Exception e) {
if (e != null) {
e.printStackTrace();
}
}
}
ProducerRecord<String, String> record =
new ProducerRecord<>("topic1", "key1", "value1");
producer.send(record, new ProducerCallback());

A. When message is serialized successfully
B. When the broker response is received
C. When send() method is called
D. When the message is partitioned and batched successfully

Answer: B

Explanation:
Callback is invoked when a broker response is received.

NEW QUESTION # 60
Which of the following errors are retriable from a producer perspective? (select two)

A. MESSAGE_TOO_LARGE
B. INVALID_REQUIRED_ACKS
C. NOT_ENOUGH_REPLICAS
D. NOT_LEADER_FOR_PARTITION
E. TOPIC_AUTHORIZATION_FAILED

Answer: C,D

Explanation:
Both of these are retriable errors, others non-retriable errors. See the full list of errors and their "retriable" status herehttps://kafka.apache.org/protocol#protocol_error_codes

NEW QUESTION # 61
What client protocol is supported for the schema registry? (select two)

A. SASL
B. HTTP
C. HTTPS
D. Websocket
E. JDBC

Answer: B,C

Explanation:
clients can interact with the schema registry using the HTTP or HTTPS interface

NEW QUESTION # 62
You have a consumer group with default configuration settings reading messages from your Kafka cluster.
You need to optimize throughput so the consumer group processes more messages in the same amount of time.
Which change should you make?

A. Remove some consumers from the consumer group.
B. Disable auto commit and have the consumers manually commit offsets.
C. Increase the number of bytes the consumers read with each fetch request.
D. Decrease the session timeout of each consumer.

Answer: C

Explanation:
To increase consumerthroughput, one effective strategy is toincrease the amount of datafetched in each poll by raisingfetch.max.bytesormax.partition.fetch.bytes. This allows each poll to retrieve more records per request, improving processing efficiency.
FromKafka Consumer Config Docs:
"Increasing fetch size allows consumers to retrieve larger batches of messages, improving throughput and reducing request overhead."
* Removing consumers (A) may reduce parallelism.
* Manual commit (C) adds complexity, not throughput.
* Decreasing session timeout (D) risks unnecessary rebalances.
Reference:Kafka Consumer Configuration > fetch.max.bytes

NEW QUESTION # 63
......

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