View Full Confluent CCDAK Exam Dumps and Practice Test Dumps   Question 381 Which Kafka Admin API method creates new topics programmatically? describeTopics() createTopics() deleteTopics() listTopics() Correct Answer: 2 Explanation: The Kafka Admin API provides createTopics() for programmatically creating one or more topics. Applications can use this method when topic provisioning needs to be integrated […]

View Full Confluent CCDAK Exam Dumps and Practice Test Dumps   Question 361 Which Kafka broker setting limits the maximum size of a socket request? socket.request.max.bytes message.max.bytes replica.fetch.max.bytes fetch.max.bytes Correct Answer: 1 Explanation: The socket.request.max.bytes broker setting controls the maximum number of bytes in a request that the broker will accept from a network connection. […]

View Full Confluent CCDAK Exam Dumps and Practice Test Dumps   Question 341 What does Schema Registry soft deletion retain? Active compatibility rules Deleted schema metadata Broker partition leaders Consumer group offsets Correct Answer: 2 Explanation: Schema Registry supports soft deletion of subjects and schema versions, allowing deleted schema information to remain available for potential […]

View Full Confluent CCDAK Exam Dumps and Practice Test Dumps   Question 321 Which Kafka broker setting limits total simultaneous connections? max.connections.per.ip connections.max.idle.ms socket.receive.buffer.bytes max.connections Correct Answer: 4 Explanation: The max.connections broker setting limits the maximum number of connections that a broker accepts. This provides a broad connection-resource control at the broker level. It differs […]

View Full Confluent CCDAK Exam Dumps and Practice Test Dumps   Question 301 Which Kafka setting controls how often log retention is checked? log.retention.check.interval.ms log.roll.ms log.segment.bytes log.cleaner.threads Correct Answer: 1 Explanation: The log.retention.check.interval.ms setting determines how frequently Kafka checks log segments to determine whether they meet configured retention conditions. Retention is based on policies such […]

View Full Confluent CCDAK Exam Dumps and Practice Test Dumps   Question 281 Which Kafka consumer method retrieves the current position for a partition? committed() endOffsets() position() beginningOffsets() Correct Answer: 3 Explanation: The Kafka consumer position() method returns the offset of the next record that the consumer will fetch for a specified partition. This represents […]

View Full Confluent CCDAK Exam Dumps and Practice Test Dumps   Question 261 Which Kafka Connect setting controls header serialization? key.converter header.converter value.converter offset.converter Correct Answer: 2 Explanation: The header.converter setting determines how Kafka Connect converts record headers between Kafka Connect’s internal representation and the external format used by the connector. Kafka records can contain […]

View Full Confluent CCDAK Exam Dumps and Practice Test Dumps   Question 241 What does listener.security.protocol.map define? Topic retention periods Consumer group mappings Partition replica placement Listener security mappings Correct Answer: 4 Explanation: The listener.security.protocol.map configuration associates named Kafka listeners with their corresponding security protocols. For example, a listener named INTERNAL can be mapped to […]

View Full Confluent CCDAK Exam Dumps and Practice Test Dumps   Question 221 Which Confluent Cloud feature helps separate development and production resources? Broker pool Topic namespace Consumer domain Environment Correct Answer: 4 Explanation: A Confluent Cloud environment provides a logical boundary for organizing resources and separating workloads such as development, testing, and production. Organizations […]

View Full Confluent CCDAK Exam Dumps and Practice Test Dumps   Question 201 Which Kafka feature assigns records with the same key consistently to one partition? Consumer coordinator Offset manager Partitioner Schema Registry Correct Answer: 3 Explanation: The Kafka producer partitioner determines which partition receives a record when the producer does not explicitly specify one. […]

View Full Confluent CCDAK Exam Dumps and Practice Test Dumps   Question 181 Which ksqlDB query continuously processes new incoming records? Pull query Static query Snapshot query Persistent query Correct Answer: 4 Explanation: A ksqlDB persistent query continuously processes incoming records and writes its results to a Kafka topic or materialized view. It remains active […]

View Full Confluent CCDAK Exam Dumps and Practice Test Dumps   Question 161 Which Kafka Streams API creates a materialized table from a stream? groupByKey() flatMap() filter() toTable() Correct Answer: 1 Explanation: The toTable() operation converts a KStream into a KTable, allowing the stream’s records to be interpreted as updates to keyed state. This is […]

View Full Confluent CCDAK Exam Dumps and Practice Test Dumps   Question 141 Which Kafka Streams abstraction represents an unbounded stream of records? KTable KStream GlobalKTable StateStore Correct Answer: 2 Explanation: A KStream represents an unbounded, continuously arriving stream of records in Kafka Streams. Each record is treated as an independent event, making KStream suitable […]

View Full Confluent CCDAK Exam Dumps and Practice Test Dumps   Question 121 Which Kafka setting tells clients the addresses brokers advertise? socket.address broker.endpoint client.route advertised.listeners Correct Answer: 4 Explanation: The advertised.listeners setting defines the addresses and ports that Kafka brokers publish to clients for connections. These advertised endpoints can differ from the addresses used […]

View Full Confluent CCDAK Exam Dumps and Practice Test Dumps   Question 101 Which Kafka component handles network requests from clients? Log cleaner Replica manager Controller quorum Network threads Correct Answer: 4 Explanation: Kafka brokers use network threads to receive and process incoming client requests before passing appropriate work to other broker components. Producers, consumers, […]