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[General] Providing You Excellent CCDAK Latest Exam Papers with 100% Passing Guarantee

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【General】 Providing You Excellent CCDAK Latest Exam Papers with 100% Passing Guarantee

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Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions (Q76-Q81):NEW QUESTION # 76
Kafka producers can batch messages going to the same partition.
Which statement is correct about producer batching?
  • A. Producers can include multiple batches in a single request to a broker.
  • B. Producers have a separate background thread for each batch.
  • C. Producers can only batch messages of the same size.
  • D. Two or more broker failures will automatically disable batching on the producer.
Answer: A
Explanation:
Kafka producers can group messages destined for different partitions into separate batches, and send multiple batches in one request to optimize network usage.
From Kafka Producer Internals:
"The producer maintains buffers (batches) for each partition and can send multiple of these batches together in a single request to the broker." Message size is not a constraint for batching (A is false).
Broker failures don't disable batching (B is false).
There is no separate thread per batch (C is false).
Reference: Kafka Producer Architecture and Internals

NEW QUESTION # 77
Your manager would like to have topic availability over consistency. Which setting do you need to change in order to enable that?
  • A. compression.type
  • B. unclean.leader.election.enable
  • C. min.insync.replicas
Answer: B
Explanation:
unclean.leader.election.enable=true allows non ISR replicas to become leader, ensuring availability but losing consistency as data loss will occur

NEW QUESTION # 78
What are the requirements for a Kafka broker to connect to a Zookeeper ensemble? (select two)
  • A. All the brokers must share the same zookeeper.connect parameter
  • B. Unique values for each broker's broker.id parameter
  • C. All the brokers must share the same broker.id
  • D. Unique value for each broker's zookeeper.connect parameter
Answer: A,B
Explanation:
Each broker must have a unique broker id and connect to the same zk ensemble and root zNode

NEW QUESTION # 79
If a topic has a replication factor of 3...
  • A. Each partition will live on 3 different brokers
  • B. 3 replicas of the same data will live on 1 broker
  • C. Each partition will live on 4 different brokers
  • D. Each partition will live on 2 different brokers
Answer: A
Explanation:
Replicas are spread across available brokers, and each replica = one broker. RF 3 = 3 brokers

NEW QUESTION # 80
An ecommerce wesbite sells some custom made goods. What's the natural way of modeling this data in Kafka streams?
  • A. Purchase as stream, Product as table, Customer as stream
  • B. Purchase as stream, Product as table, Customer as table
  • C. Purchase as table, Product as table, Customer as table
  • D. Purchase as stream, Product as stream, Customer as stream
Answer: B
Explanation:
Mostly-static data is modeled as a table whereas business transactions should be modeled as a stream.

NEW QUESTION # 81
......
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