View Full Salesforce Certified Data Cloud Consultant Exam Dumps and Practice Test Dumps   Question 81 Which capability helps determine the preferred value for a matched attribute? Data Mapping Reconciliation Segmentation Activation Correct Answer: 2 Explanation: Reconciliation determines which source value should be used when multiple matched records contribute information to a unified profile. Matching […]

View Full Salesforce Certified Data Cloud Consultant Exam Dumps and Practice Test Dumps   Question 61 Which feature helps govern access to data by business context? Calculated Insight Data Stream Identity Resolution Data Space Correct Answer: 4 Explanation: A Data Space helps organize and govern data according to a defined business context within Data Cloud. […]

View Full Salesforce Certified Data Cloud Consultant Exam Dumps and Practice Test Dumps   Question 41 What does a data lake object primarily store? User permissions Activation schedules Ingested source data Dashboard layouts Correct Answer: 3 Explanation: A Data Lake Object, or DLO, is designed to hold ingested data in a form that reflects the […]

View Full Salesforce Certified Data Cloud Consultant Exam Dumps and Practice Test Dumps   Question 21 Which Data Cloud feature defines how source records are matched? Reconciliation Rules Matching Rules Activation Rules Mapping Rules Correct Answer: 2 Explanation: Matching Rules define the criteria Data Cloud uses to determine whether records from different sources may represent […]

View Full Salesforce Certified Data Cloud Consultant Exam Dumps and Practice Test Dumps   Question 1 Which Data Cloud component unifies customer data from multiple sources? Data Model Objects Data Spaces Identity Resolution Data Graphs Correct Answer: 3 Explanation: Identity Resolution is the Data Cloud capability used to reconcile records from different data sources that […]

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. […]