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Confluent CCDAK Exam Syllabus Topics:

Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:

1. You have a Kafka client application that has real-time processing requirements.
Which Kafka metric should you monitor?

A) Total time to serve requests to replica followers
B) Consumer lag between brokers and consumers
C) Consumer heartbeat rate to group coordinator
D) Aggregate incoming byte rate

2. (What are two stateless operations in the Kafka Streams API?
Select two.)

A) Join
B) GroupBy
C) Reduce
D) Filter

3. You are composing a REST request to create a new connector in a running Connect cluster. You invoke POST /connectors with a configuration and receive a 409 (Conflict) response.
What are two reasons for this response? (Select two.)

A) The connect cluster has reached capacity, and new connectors cannot be created without expanding the cluster.
B) The connector configuration was invalid, and the response body will expand on the configuration error.
C) The Connect cluster is in process of rebalancing.
D) The Connector already exists in the cluster.

4. Which configuration determines how many bytes of data are collected before sending messages to the Kafka broker?

A) max.block.size
B) buffer.memory
C) send.buffer.bytes
D) batch.size

5. What are two examples of performance metrics?
(Select two.)

A) total-login-attempts
B) Time of last failed login
C) Number of active user sessions
D) fetch-rate
E) incoming-byte-rate
F) Number of active users

Solutions: