Exam CCAAK Exercise - Flexible CCAAK Testing Engine

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Confluent Certified Administrator for Apache Kafka Sample Questions (Q18-Q23):

NEW QUESTION # 18
A company is setting up a log ingestion use case where they will consume logs from numerous systems. The company wants to tune Kafka for the utmost throughput.
In this scenario, what acknowledgment setting makes the most sense?

A. acks=all
B. acks=0
C. acks=undefined
D. acks=1

Answer: B

Explanation:
acks=0 provides the highest throughput because the producer does not wait for any acknowledgment from the broker. This minimizes latency and maximizes performance.
However, it comes at the cost of no durability guarantees - messages may be lost if the broker fails before writing them. This setting is suitable when throughput is critical and occasional data loss is acceptable, such as in some log ingestion use cases where logs are also stored elsewhere.

NEW QUESTION # 19
Which connector type takes data from a topic and sends it to an external data system?

A. Streams Connector
B. Source Connector
C. SvsIog Connector
D. Sink Connector

Answer: D

Explanation:
A Sink Connector reads data from a Kafka topic and writes it to an external data system, such as a database, file system, or cloud service.

NEW QUESTION # 20
You want to increase Producer throughput for the messages it sends to your Kafka cluster by tuning the batch size ('batch size') and the time the Producer waits before sending a batch ('linger.ms').
According to best practices, what should you do?

A. Increase 'batch.size' and decrease 'linger.ms'
B. Increase 'batch.size' and increase 'linger.ms'
C. Decrease 'batch.size' and increase 'linger.ms'
D. Decrease 'batch.size' and decrease 'linger.ms'

Answer: B

Explanation:
Increasing batch.size allows the producer to accumulate more messages into a single batch, improving compression and reducing the number of requests sent to the broker.
Increasing linger.ms gives the producer more time to fill up batches before sending them, which improves batching efficiency and throughput.
This combination is a best practice for maximizing throughput, especially when message volume is high or consistent latency is not a strict requirement.

NEW QUESTION # 21
What is the atomic unit of data in Kafka?

A. Message
B. Topic
C. Partition
D. Offset

Answer: A

Explanation:
The message (also called a record) is the atomic unit of data in Kafka. It consists of a key, value, and optional headers and metadata. Messages are written to partitions and read by consumers.

NEW QUESTION # 22
A company is setting up a log ingestion use case where they will consume logs from numerous systems. The company wants to tune Kafka for the utmost throughput.
In this scenario, what acknowledgment setting makes the most sense?

A. acks=all
B. acks=0
C. acks=undefined
D. acks=1

Answer: B

NEW QUESTION # 23
......

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Exam CCAAK Exercise - Flexible CCAAK Testing Engine

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Confluent Certified Administrator for Apache Kafka Sample Questions (Q18-Q23):

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