Kafka MCQs – Kafka Internals and High Availability

Understanding Apache Kafka’s internals and high availability mechanisms is critical for designing a robust, fault-tolerant, and scalable messaging system. Kafka uses concepts like leader-follower replication, ISR (in-sync replicas), Kafka Controller, log segments, high watermark, and more to ensure durability and availability even in case of broker failures.

These MCQs help reinforce the core architecture and internal mechanics that power Kafka’s reliability. This topic is essential for interview preparation and production-grade Kafka deployment knowledge.

1.) What does ISR stand for in Kafka?

A) Internal Sync Replication
B) In-Sync Replica
C) Immediate Synchronous Routing
D) Internal Segment Replica

Answer: Option B

Explanation: ISR refers to the set of replicas that are fully caught up with the leader.

2.) What is the role of a leader replica in Kafka?

A) It handles deletion
B) It routes consumer requests
C) It handles all reads and writes for a partition
D) It stores metadata only

Answer: Option C

Explanation: Only the leader of a partition can serve client read/write requests.

3.) What component coordinates broker-level activities such as partition leadership?

A) Kafka Connect
B) ZooKeeper or Kafka Controller
C) Kafka Streams
D) Kafka MirrorMaker

Answer: Option B

Explanation: Kafka uses a controller broker to coordinate partition leadership and failover.

4.) What is the high watermark in Kafka?

A) A metric for disk usage
B) The offset of the last committed message
C) The replication factor
D) A marker for log cleanup

Answer: Option B

Explanation: High watermark determines the offset up to which messages are considered committed and can be consumed.

5.) What happens if a follower replica falls behind the ISR threshold?

A) It becomes the new leader
B) It is removed from ISR
C) It triggers topic deletion
D) Consumers stop consuming from it

Answer: Option B

Explanation: Kafka will remove slow or unresponsive replicas from the ISR set.

6.) Which Kafka component maintains the ISR list?

A) Kafka MirrorMaker
B) Kafka Broker
C) Kafka Controller
D) Kafka Streams

Answer: Option C

Explanation: The controller manages ISR list and reassignments.

7.) What is the function of the Kafka Controller?

A) Deletes expired messages
B) Manages producers and consumers
C) Manages partition leadership and failover
D) Compresses log segments

Answer: Option C

Explanation: The controller is responsible for electing leaders and managing state transitions.

8.) What happens if the Kafka Controller broker fails?

A) The cluster stops working
B) Partition leaders are deleted
C) A new controller is elected
D) All brokers restart

Answer: Option C

Explanation: Kafka elects a new controller broker from the available ones.

9.) What happens when min.insync.replicas is not met during produce?

A) Message is retried
B) Kafka returns a NotEnoughReplicasException
C) Message is sent anyway
D) Topic becomes unavailable

Answer: Option B

Explanation: Kafka rejects writes if minimum ISR requirement isn’t met.

10.) What does Kafka use to ensure message durability?

A) Memory buffer
B) Disk persistence and replication
C) External database
D) RAM cache

Answer: Option B

Explanation: Kafka writes data to disk and uses replication to ensure fault tolerance.

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