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Confluent Certified Administrator for Apache Kafka Sample Questions (Q10-Q15):
NEW QUESTION # 10
An employee in the reporting department needs assistance because their data feed is slowing down. You start by quickly checking the consumer lag for the clients on the data stream.
Which command will allow you to quickly check for lag on the consumers?
- A. bin/kafka-consumer-group-throughput.sh
- B. bin/kafka-consumer-groups.sh
- C. bin/kafka-reassign-partitions.sh
- D. bin/kafka-consumer-lag.sh
Answer: B
Explanation:
The kafka-consumer-groups.sh script is used to inspect consumer group details, including consumer lag, which indicates how far behind a consumer is from the latest data in the partition.
The typical usage is bin/kafka-consumer-groups.sh --bootstrap-server <broker> --describe --group <group_id>
NEW QUESTION # 11
Your Kafka cluster has four brokers. The topic t1 on the cluster has two partitions, and it has a replication factor of three. You create a Consumer Group with four consumers, which subscribes to t1.
In the scenario above, how many Controllers are in the Kafka cluster?
- A. three
- B. two
- C. One
- D. Four
Answer: C
Explanation:
In a Kafka cluster, only one broker acts as the Controller at any given time. The Controller is responsible for managing cluster metadata, such as partition leadership and broker status. Even if the cluster has multiple brokers (in this case, four), only one is elected as the Controller, and others serve as regular brokers. If the current Controller fails, another broker is automatically elected to take its place.
NEW QUESTION # 12
When a broker goes down, what will the Controller do?
- A. Trigger a leader election among the remaining followers to distribute leadership.
- B. Automatically elect the least loaded broker to become the leader for every orphan's partitions.
- C. Wait for a follower to take the lead.
- D. Become the leader for the topic/partition that needs a leader, pending the broker return in the cluster.
Answer: A
Explanation:
When a broker goes down, the Controller detects the failure and triggers a leader election for all partitions that had their leader on the failed broker. The leader is chosen from the in-sync replicas (ISRs) of each partition.
NEW QUESTION # 13
What is the atomic unit of data in Kafka?
- A. Offset
- B. Topic
- C. Partition
- D. Message
Answer: D
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 # 14
Which use cases would benefit most from continuous event stream processing? (Choose three.)
- A. Context-aware product recommendations for e-commerce
- B. Log monitoring/application fault detection
- C. End-of-day financial settlement processing
- D. Historical dashboards
- E. Fraud detection
Answer: A,B,E
Explanation:
Real-time analysis of transactions helps detect suspicious activity instantly.
Context-aware product recommendations for e-commerce requires real-time user behavior tracking to serve personalized recommendations.
Log monitoring/application fault detection needs immediate processing to alert on system issues or failures.
NEW QUESTION # 15
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