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Confluent Certified Administrator for Apache Kafka Sample Questions (Q50-Q55):
NEW QUESTION # 50
Why does Kafka use ZooKeeper? (Choose two.)
- A. To access information about the leaders and partitions
- B. To scale the number of brokers in the cluster
- C. For controller election
- D. To prevent replication between clusters
Answer: A,C
Explanation:
ZooKeeper stores metadata such as partition leadership and ISR (in-sync replicas), which brokers use to coordinate.
Kafka uses ZooKeeper to perform leader election for the Controller broker, which manages cluster metadata and leadership changes.
NEW QUESTION # 51
A broker in the Kafka cluster is currently acting as the Controller.
Which statement is correct?
- A. It is given precedence for replication to and from replica followers.
- B. It is responsible for sending leader information to all producers.
- C. It can have topic partitions.
- D. All consumers are allowed to fetch messages only from this server.
Answer: C
Explanation:
The Controller broker is a regular broker that also takes on additional responsibilities for managing cluster metadata, such as leader elections and partition assignments. It still hosts topic partitions and participates in replication like any other broker.
NEW QUESTION # 52
Which technology can be used to perform event stream processing? (Choose two.)
- A. Confluent Schema Registry
- B. Apache Kafka Streams
- C. Confluent Replicator
- D. Confluent ksqlDB
Answer: B,D
Explanation:
Kafka Streams is a client library for building real-time applications that process and analyze data stored in Kafka.
ksqlDB enables event stream processing using SQL-like queries, allowing real-time transformation and analysis of Kafka topics.
NEW QUESTION # 53
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. Kafka uses ZooKeeper's ephemeral node feature to elect a controller.
- B. The Controller is responsible for electing Leaders among the partitions and replicas.
- C. The number of Controllers should always be equal to the number of brokers alive in the cluster.
- D. The Controller uses the epoch number to prevent a split brain scenario.
- E. The broker id is used as the epoch number to prevent a split brain scenario.
- F. The Controller is responsible for reassigning partitions to the consumers in a Consumer Group.
Answer: A,B,D
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 # 54
What is the correct permission check sequence for Kafka ACLs?
What is the correct permission check sequence for Kafka ACLs?
- A. Allow ACL -> Deny ACL -> Super Users -> Deny
- B. Super Users -> Allow ACL -> Deny ACL-> Deny
- C. Super Users -> Deny ACL -> Allow ACL -> Deny
- D. Deny ACL -> Deny -> Allow ACL -> Super Users
Answer: B
Explanation:
Kafka checks permissions in the following sequence:
1. Super Users: If the user is a super user (defined via super.users), access is granted immediately.
2. Allow ACL: If there is a matching Allow ACL, Kafka proceeds to the next step.
3. Deny ACL: If there is a matching Deny ACL, access is denied (even if an Allow exists).
4. Deny: If no matching ACLs are found, access is denied by default.
This order ensures that super users bypass ACLs, denials override allows, and default is deny.
NEW QUESTION # 55
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