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Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions (Q85-Q90):

NEW QUESTION # 85
Where are the dynamic configurations for a topic stored?

Answer: C

Explanation:
Dynamic topic configurations are maintained in Zookeeper.


NEW QUESTION # 86
In Kafka, every broker... (select three)

Answer: A,E,F

Explanation:
Kafka topics are divided into partitions and spread across brokers. Each brokers knows about all the metadata and each broker is a bootstrap broker, but only one of them is elected controller


NEW QUESTION # 87
To prevent network-induced duplicates when producing to Kafka, I should use

Answer: C

Explanation:
Producer idempotence helps prevent the network introduced duplicates. More details herehttps://cwiki.apache.
org/confluence/display/KAFKA/Idempotent+Producer


NEW QUESTION # 88
Where are source connector offsets stored?

Answer: C

Explanation:
Kafka Connectsource connectorsuse theoffset.storage.topicconfiguration parameter to define where to store offsets that track the connector's positionin the source system (e.g., database, file, etc.).
FromKafka Connect Worker Configuration:
"offset.storage.topic specifies the topic in Kafka where the connector stores offsets for each source partition." This allows Kafka Connect toresumefrom the correct position on restart.
* The other options (B-D) are not valid Kafka configs.
Reference:Kafka Connect Worker Configs > offset.storage.topic


NEW QUESTION # 89
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?

Answer: A

Explanation:
The bootstrap.servers setting is used by clients (producers and consumers) to initially connect to 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.
From Kafka 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 redundancy and fault tolerance in the event one is down during client startup.
Reference: Apache Kafka Java Client Configuration > bootstrap.servers


NEW QUESTION # 90
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