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Confluent Certified Administrator for Apache Kafka Sample Questions (Q54-Q59):

NEW QUESTION # 54
Which secure communication is supported between the REST proxy and REST clients?

A. Kerberos
B. TLS (HTTPS)
C. MD5
D. SCRAM

Answer: B

NEW QUESTION # 55
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=undefined
B. acks=1
C. acks=all
D. acks=0

Answer: D

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 # 56
Which model does Kafka use for consumers?

A. Push
B. Enrollment
C. Publish
D. Pull

Answer: D

Explanation:
Kafka uses a pull model for consumers, where consumers poll the broker to retrieve messages at their own pace. This model gives consumers more control over flow and backpressure, improving scalability and reliability.

NEW QUESTION # 57
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 # 58
How does Kafka guarantee message integrity after a message is written on a disk?

A. Only message metadata can be altered using command line (CLI) tools.
B. A message can be edited by the producer, producing to the message offset.
C. A message cannot be altered once it has been written.
C A message can be grouped with message sharing the same key to improve read performance

Answer: C

Explanation:
Kafka ensures message immutability for data integrity. Once a message is written to a Kafka topic and persisted to disk, it cannot be modified. This immutability guarantees that consumers always receive the original message content, which is critical for auditability, fault tolerance, and data reliability.

NEW QUESTION # 59
......

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