NEW CCAAK EXAM PATTERN, CCAAK RELIABLE EXAM ANSWERS

New CCAAK Exam Pattern, CCAAK Reliable Exam Answers

New CCAAK Exam Pattern, CCAAK Reliable Exam Answers

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Confluent Certified Administrator for Apache Kafka Sample Questions (Q24-Q29):

NEW QUESTION # 24
What is the atomic unit of data in Kafka?

  • A. Message
  • B. Partition
  • C. Topic
  • 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 # 25
A customer has a use case for a ksqlDB persistent query. You need to make sure that duplicate messages are not processed and messages are not skipped.
Which property should you use?

  • A. ksql.streams auto.offset.reset=latest
  • B. processing.guarantee=exactly_once
  • C. ksql.fail.on.production.error=false
  • D. ksql.streams auto offset.reset=earliest

Answer: B

Explanation:
processing.guarantee=exactly_once ensures that messages are processed exactly once by ksqlDB, preventing both duplicates and message loss.


NEW QUESTION # 26
Kafka broker supports which Simple Authentication and Security Layer (SASL) mechanisms for authentication? (Choose three.)

  • A. SASL/SAML20
  • B. SASL/PLAIN
  • C. SASL/OAUTHBEARER
  • D. SASL/GSSAPI (Kerberos)
  • E. SASL/OTP

Answer: B,C,D

Explanation:
SASL/PLAIN - A simple username/password mechanism supported by Kafka.
SASL/GSSAPI (Kerberos) - Kafka supports Kerberos authentication through the GSSAPI mechanism.
SASL/OAUTHBEARER - Kafka supports OAUTHBEARER for token-based authentication.


NEW QUESTION # 27
You have a cluster with a topic t1 that already has uncompressed messages. A new Producer starts sending messages to t1 with compression enabled.
Which condition would allow this?

  • A. If the new Producer is configured to use compression.
  • B. Never, because topic t1 already has uncompressed messages.
  • C. Only if Kafka is also enabled for encryption.
  • D. Only if the new Producer disables batching.

Answer: A

Explanation:
Kafka allows mixed compression formats within the same topic and even the same partition. Each message batch includes metadata indicating whether and how it is compressed. Therefore, a new producer can send compressed messages to a topic that already contains uncompressed messages, as long as it is configured with a compression codec (e.g., compression.type=gzip, snappy, etc.).


NEW QUESTION # 28
Which connector type takes data from a topic and sends it to an external data system?

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

Answer: B

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 # 29
......

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