Free PDF Quiz Confluent - CCAAK - Confluent Certified Administrator for Apache Kafka–Trustable Valid Test Pattern

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Confluent CCAAK Exam Syllabus Topics:

Topic	Details
Topic 1	Apache Kafka® Security: This section of the exam measures skills of a Site Reliability Engineer and focuses on securing Kafka environments. It includes authentication mechanisms such as TLS and SASL, authorization using ACLs, and encrypting data at rest and in transit to ensure secure communication and access control.
Topic 2	Apache Kafka® Cluster Configuration: This section of the exam measures skills of a Kafka Administrator and includes configuring broker properties, tuning for performance, managing topic-level settings, and applying best practices for production-grade environments.
Topic 3	Deployment Architecture: This section of the exam measures skills of a Kafka Administrator and covers different Kafka deployment topologies. It evaluates understanding of high availability, disaster recovery, multi-data center replication, and the roles of Zookeeper or KRaft in the cluster architecture.
Topic 4	Kafka Connect: This section of the exam measures skills of a Site Reliability Engineer and addresses the use and management of Kafka Connect for data integration. It includes setting up connectors, managing configurations, and ensuring efficient movement of data between Kafka and external systems.
Topic 5	Apache Kafka® Fundamentals: This section of the exam measures skills of a Kafka Administrator and covers core concepts such as Kafka architecture, components, and data flow. It assesses the candidate’s understanding of topics like topics and partitions, brokers, producers, consumers, and message retention.
Topic 6	Observability: This section of the exam measures skills of a Site Reliability Engineer and focuses on monitoring Kafka clusters. It assesses knowledge of metrics, logging, and alerting tools, including how to use them to maintain cluster health and performance visibility.

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Confluent Certified Administrator for Apache Kafka Sample Questions (Q37-Q42):

NEW QUESTION # 37
By default, what do Kafka broker network connections have?

A. No encryption, no authentication and no authorization
B. Encryption and authentication, but no authorization
C. No encryption, no authorization, but have authentication
D. Encryption, but no authentication or authorization

Answer: A

Explanation:
By default, Kafka brokers use the PLAINTEXT protocol for network communication. This means:
* No encryption - data is sent in plain text.
* No authentication - any client can connect without verifying identity.
* No authorization - there are no access control checks by default.
Security features like TLS, SASL, and ACLs must be explicitly configured.

NEW QUESTION # 38
Your organization has a mission-critical Kafka cluster that must be highly available. A Disaster Recovery (DR) cluster has been set up using Replicator, and data is continuously being replicated from source cluster to the DR cluster. However, you notice that the message on offset 1002 on source cluster does not seem to match with offset 1002 on the destination DR cluster.
Which statement is correct?

A. The message on DR cluster got over-written accidently by another application.
B. The offsets for the messages on the source, destination cluster may not match.
C. The DR cluster is lagging behind updates; once the DR cluster catches up, the messages will match.
D. The message was updated on source cluster, but the update did not flow into destination DR cluster and errored.

Answer: B

Explanation:
When using Confluent Replicator (or MirrorMaker), offsets are not preserved between the source and destination Kafka clusters. Messages are replicated based on content, but they are assigned new offsets in the DR (destination) cluster. Therefore, offset 1002 on the source and offset 1002 on the DR cluster likely refer to different messages, which is expected behavior.

NEW QUESTION # 39
Why does Kafka use ZooKeeper? (Choose two.)

A. To access information about the leaders and partitions
B. To prevent replication between clusters
C. To scale the number of brokers in the cluster
D. For controller election

Answer: A,D

Explanation:
ZooKeeper stores metadata such as partition leadership and ISR (in-sync replicas), which brokers use to coordinate.
Kafka uses ZooKeeper to perform leader election for the Controller broker, which manages cluster metadata and leadership changes.

NEW QUESTION # 40
Which technology can be used to perform event stream processing? (Choose two.)

A. Confluent Replicator
B. Apache Kafka Streams
C. Confluent Schema Registry
D. Confluent ksqlDB

Answer: B,D

Explanation:
Kafka Streams is a client library for building real-time applications that process and analyze data stored in Kafka.
ksqlDB enables event stream processing using SQL-like queries, allowing real-time transformation and analysis of Kafka topics.

NEW QUESTION # 41
How does Kafka guarantee message integrity after a message is written on a disk?

A. Only message metadata can be altered using command line (CLI) tools.
B. A message cannot be altered once it has been written.
C A message can be grouped with message sharing the same key to improve read performance
C. A message can be edited by the producer, producing to the message offset.

Answer: B

Explanation:
Kafka ensures message immutability for data integrity. Once a message is written to a Kafka topic and persisted to disk, it cannot be modified. This immutability guarantees that consumers always receive the original message content, which is critical for auditability, fault tolerance, and data reliability.

NEW QUESTION # 42
......

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Free PDF Quiz Confluent - CCAAK - Confluent Certified Administrator for Apache Kafka–Trustable Valid Test Pattern

Confluent CCAAK Exam Syllabus Topics:

First-grade Valid CCAAK Test Pattern, Ensure to pass the CCAAK Exam

Confluent Certified Administrator for Apache Kafka Sample Questions (Q37-Q42):

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