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CCAAK Practice Tests | CCAAK Reliable Test Sample

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Confluent Certified Administrator for Apache Kafka Sample Questions (Q39-Q44):

NEW QUESTION # 39
You are managing a Kafka cluster with five brokers (broker id '0', '1','2','3','4') and three ZooKeepers. There are 100 topics, five partitions for each topic, and replication factor three on the cluster. Broker id '0' is currently the Controller, and this broker suddenly fails.
Which statements are correct? (Choose three.)

A. The broker id is used as the epoch number to prevent a split brain scenario.
B. Kafka uses ZooKeeper's ephemeral node feature to elect a controller.
C. The Controller uses the epoch number to prevent a split brain scenario.
D. The number of Controllers should always be equal to the number of brokers alive in the cluster.
E. The Controller is responsible for reassigning partitions to the consumers in a Consumer Group.
F. The Controller is responsible for electing Leaders among the partitions and replicas.

Answer: B,C,F

Explanation:
Kafka relies on ZooKeeper's ephemeral nodes to detect if a broker (controller) goes down and to elect a new controller.
The controller manages partition leadership assignments and handles leader election when a broker fails.
The epoch number ensures coordination and avoids outdated controllers acting on stale data.

NEW QUESTION # 40
Which tool is used for scalably and reliably streaming data between Kafka and other data systems?

A. Kafka Connect
B. Kafka REST Proxy
C. Kafka Streams
D. Kafka Schema Registry

Answer: A

Explanation:
Kafka Connect is the tool designed for scalable and reliable integration between Kafka and external data systems (e.g., databases, cloud storage, key-value stores). It supports source connectors (to pull data into Kafka) and sink connectors (to push data from Kafka).

NEW QUESTION # 41
What are important factors in sizing a ksqlDB cluster? (Choose three.)

A. Topic Data Retention
B. Data Schema
C. Number of Partitions
D. Data Encryption
E. Number of Queries

Answer: B,C,E

Explanation:
The complexity of the schema (number of fields, data types, etc.) affects processing and memory usage.
Each ksqlDB persistent query consumes resources (CPU, memory), so more queries require more capacity.
More partitions increase parallelism, but also resource usage, especially in scaling and state management.

NEW QUESTION # 42
A topic 'recurring payments' is created on a Kafka cluster with three brokers (broker id '0', '1', '2') and nine partitions. The 'min.insync replicas' is set to three, and producer is set with 'acks' as 'all'. Kafka Broker with id '0' is down.
Which statement is correct?

A. Consumers can read committed messages from partitions on broker id T, "2
B. Producers and consumers will have no impact on six of the nine partitions.
C. Producers can write messages to all the partitions, because new leaders for the partitions will be elected.
D. Producers will only be able to write messages to the topic where the Leader for the partition is on Broker id T.

Answer: B

Explanation:
With 9 partitions spread across 3 brokers, each broker typically hosts 3 leaders (assuming even distribution). When Broker 0 fails, the partitions for which it was leader will elect new leaders on brokers 1 or 2 if enough in-sync replicas (ISRs) remain. But since min.insync.replicas=3 and only 2 brokers are up, no partition can meet the minimum in-sync replica requirement, so producers with acks=all will fail to write. However, for partitions where Broker 0 is not the leader, consumers can still read committed messages. Given that only 3 partitions likely had Broker 0 as leader, six partitions remain accessible for reads, but not writes.

NEW QUESTION # 43
You are using Confluent Schema Registry to provide a RESTful interface for storing and retrieving schemas.
Which types of schemas are supported? (Choose three.)

A. Protobuf
B. JSON
C. Avro
D. Thrift
E. gRPC

Answer: A,B,C

Explanation:
Avro is the original and most commonly used schema format supported by Schema Registry.
Confluent Schema Registry supports JSON Schema for validation and compatibility checks.
Protocol Buffers (Protobuf) are supported for schema management in Schema Registry.

NEW QUESTION # 44
......

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