Confluent - CCDAK - Confluent Certified Developer for Apache Kafka Certification Examination Authoritative Reliable Braindumps Questions

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Confluent CCDAK Exam Syllabus Topics:

Section	Objectives
Kafka Ecosystem and Confluent Platform	- Schema Registry 1. Avro, Protobuf, JSON Schema usage - ksqlDB and connectors 1. Stream querying concepts 2. Kafka Connect basics
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
Kafka Streams and Processing	- Event processing patterns 1. Exactly-once semantics 2. Windowing and aggregation - Kafka Streams API 1. Stateful vs stateless processing 2. Stream processing fundamentals
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 (Q29-Q34):

NEW QUESTION # 29
When using the Confluent Kafka Distribution, where does the schema registry reside?

A. As an in-memory plugin on your Kafka Brokers
B. As a separate JVM component
C. As an in-memory plugin on your Kafka Connect Workers
D. As an in-memory plugin on your Zookeeper cluster

Answer: B

Explanation:
Schema registry is a separate application that provides RESTful interface for storing and retrieving Avro schemas.

NEW QUESTION # 30
What happens when broker.rack configuration is provided in broker configuration in Kafka cluster?

A. Each rack contains all the topics and partitions, effectively making Kafka highly available
B. Replicas for a partition are spread across different racks
C. Replicas for a partition are placed in the same rack
D. You can use the same broker.id as long as they have different broker.rack configuration

Answer: B

Explanation:
Partitions for newly created topics are assigned in a rack alternating manner, this is the only change broker.
rack does

NEW QUESTION # 31
Which of the following is true regarding thread safety in the Java Kafka Clients?

A. One Producer can be safely used in multiple threads
B. One Consumer can be safely used in multiple threads
C. One Producer needs to be run in one thread
D. One Consumer needs to run in one thread

Answer: A,D

Explanation:
KafkaConsumer is not thread-safe, KafkaProducer is thread safe.

NEW QUESTION # 32
You want to connect with username and password to a secured Kafka cluster that has SSL encryption.
Which properties must your client include?

A. security.protocol=SASL_SSL
sasl.jaas.config=org.apache.kafka.common.security.plain.PlainLoginModule required username='myUser' password='myPassword';
B. security.protocol=SASL_PLAINTEXT
sasl.jaas.config=org.apache.kafka.common.security.plain.PlainLoginModule required username='myUser' password='myPassword';
C. security.protocol=SSL
sasl.jaas.config=org.apache.kafka.common.security.plain.PlainLoginModule required username='myUser' password='myPassword';
D. security.protocol=PLAINTEXT
sasl.jaas.config=org.apache.kafka.common.security.ssl.TlsLoginModule required username='myUser' password='myPassword';

Answer: A

Explanation:
ForSASL/PLAIN authentication over SSL, the correct combination is:
* security.protocol=SASL_SSL
* sasl.jaas.config=...PlainLoginModule required username=... password=...
FromKafka Security Documentation:
"For SASL/PLAIN over SSL, configure security.protocol=SASL_SSL and provide login module configuration using sasl.jaas.config." Options B and D are incorrect because they do not pair the correct protocol with the authentication method.
Reference:Apache Kafka Security Configs > SASL_SSL, PLAIN mechanism

NEW QUESTION # 33
Two consumers share the same group.id (consumer group id). Each consumer will

A. Read all data from all partitions
B. Read all the data on mutual exclusive partitions
C. Read mutually exclusive offsets blocks on all the partitions

Answer: B

Explanation:
Each consumer is assigned a different partition of the topic to consume.

NEW QUESTION # 34
......

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