CCDAK Valid Exam Preparation, Mock CCDAK Exams

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Confluent CCDAK Exam Syllabus Topics:

SectionObjectives
Topic 1: Kafka Streams and Processing- Event processing patterns
  • 1. Windowing and aggregation
    • 2. Exactly-once semantics
      - Kafka Streams API
      • 1. Stream processing fundamentals
        • 2. Stateful vs stateless processing
          Topic 2: Kafka Ecosystem and Confluent Platform- ksqlDB and connectors
          • 1. Stream querying concepts
            • 2. Kafka Connect basics
              - Schema Registry
              • 1. Avro, Protobuf, JSON Schema usage
                Topic 3: Kafka Fundamentals- Data flow in Kafka
                • 1. Offset management
                  • 2. Producer and consumer model
                    - Kafka architecture and core concepts
                    • 1. Brokers, topics, partitions
                      • 2. Replication and fault tolerance
                        Topic 4: Kafka Producers and Consumers- Producer API
                        • 1. Reliability and acknowledgments
                          • 2. Serialization and partitioning strategies
                            - Consumer API
                            • 1. Rebalancing and offset commits
                              • 2. Consumer groups

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                                Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions (Q15-Q20):

                                NEW QUESTION # 15
                                What is returned by a producer.send() call in the Java API?

                                Answer: A

                                Explanation:
                                Seehttps://kafka.apache.org/21/javadoc/org/apache/kafka/clients/producer/KafkaProducer.html


                                NEW QUESTION # 16
                                What's a Kafka partition made of?

                                Answer: A

                                Explanation:
                                Kafka partitions are made of segments (usually each segment is 1GB), and each segment has two corresponding indexes (offset index and time index)


                                NEW QUESTION # 17
                                What's is true about Kafka brokers and clients from version 0.10.2 onwards?

                                Answer: A

                                Explanation:
                                Kafka's new bidirectional client compatibility introduced in 0.10.2 allows this. Read more herehttps://www.confluent.io/blog/upgrading-apache-kafka-clients-just-got-easier/


                                NEW QUESTION # 18
                                What is the disadvantage of request/response communication?

                                Answer: A

                                Explanation:
                                Point-to-point (request-response) style will couple client to the server.


                                NEW QUESTION # 19
                                To enhance compression, I can increase the chances of batching by using

                                Answer: A

                                Explanation:
                                linger.ms forces the producer to wait before sending messages, hence increasing the chance of creating batches that can be heavily compressed.


                                NEW QUESTION # 20
                                ......

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