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Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions (Q210-Q215):

NEW QUESTION # 210
Which configuration determines how many bytes of data are collected before sending messages to the Kafka broker?

A. buffer.memory
B. max.block.size
C. batch.size
D. send.buffer.bytes

Answer: C

Explanation:
Thebatch.sizeconfig sets themaximum number of bytes to batch per partitionbefore sending. This allows Kafka producers toamortize I/Oand improve throughput.
FromKafka Producer Configuration Docs:
"batch.size is the maximum amount of data per partition the producer will batch before sending."
* buffer.memory sets total memory for the producer, not per-batch.
* send.buffer.bytes is aTCP socket buffer, not a Kafka config.
* max.block.ms controls blocking time, not size.
Reference:Kafka Producer Configs > batch.size

NEW QUESTION # 211
We want the average of all events in every five-minute window updated every minute. What kind of Kafka Streams window will be required on the stream?

A. Session window
B. Tumbling window
C. Hopping window
D. Sliding window

Answer: C

Explanation:
A hopping window is defined by two propertiesthe window's size and its advance interval (aka "hop"), e.g., a hopping window with a size 5 minutes and an advance interval of 1 minute.

NEW QUESTION # 212
You are building a system for a retail store to sell products to customers Which dataset should be modeled as a GlobatKTable? (Choose 3.)

A. Catalog of products
B. Customer profile information
C. Inventory of products at a warehouse e.g 100 items left
D. All purchases at a retail store occurring in real time
E. Log of payment transactions

Answer: A,C,E

NEW QUESTION # 213
How will you read all the messages from a topic in your KSQL query?

A. Use KSQL CLI to set auto.offset.reset property to earliest
B. KSQL reads from the beginning of a topic, by default.
C. KSQL reads from the end of a topic. This cannot be changed.

Answer: A

Explanation:
Consumers can set auto.offset.reset property to earliest to start consuming from beginning. For KSQL, SET
'auto.offset.reset'='earliest';

NEW QUESTION # 214
Clients that connect to a Kafka cluster are required to specify one or more brokers in the bootstrap.
servers parameter.
What is the primary advantage of specifying more than one broker?

A. It provides the ability to wake up dormant brokers.
B. It forces clients to enumerate every single broker in the cluster.
C. It provides redundancy in making the initial connection to the Kafka cluster.
D. It is the mechanism to distribute a topic's partitions across multiple brokers.

Answer: C

Explanation:
The bootstrap.servers setting is used by clients (producers and consumers) toinitially connectto the Kafka cluster. It does not need to list all brokers-just a few that are up and reachable. The client will then use the cluster metadata to discover the full broker list.
FromKafka Java Client Configuration Docs:
"This is a list of host/port pairs to use for establishing the initial connection to the Kafka cluster. The client will make use of all servers irrespective of which servers are specified here for bootstrapping." Hence,listing multiple brokers provides redundancyand fault tolerance in the event one is down during client startup.
Reference:Apache Kafka Java Client Configuration > bootstrap.servers

NEW QUESTION # 215
......

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