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[General] Simulated CCAAK Test - Trustable Confluent CCAAK Practice Tests: Confluent Certi

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【General】 Simulated CCAAK Test - Trustable Confluent CCAAK Practice Tests: Confluent Certi

Posted at 2/19/2026 03:16:27      View：64 | Replies：1        Print      Only Author   [Copy Link] 1#
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Confluent CCAAK Exam Syllabus Topics:
TopicDetails
Topic 1
  • 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 2
  • 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 3
  • 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 4
  • 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.
Topic 5
  • 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 6
  • Troubleshooting: This section of the exam measures skills of a Kafka Administrator and includes diagnosing common issues in Kafka clusters. It covers problem areas such as performance bottlenecks, message delivery failures, replication issues, and consumer lag, along with techniques to resolve them effectively.

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Confluent Certified Administrator for Apache Kafka Sample Questions (Q53-Q58):NEW QUESTION # 53
Per customer business requirements, a system's high availability is more important than message reliability.
Which of the following should be set?
  • A. Unclean leader election should be enabled.
  • B. The linger.ms should be set to '0'.
  • C. Message retention.ms should be set to -1.
  • D. The number of brokers in the cluster should be always odd (3, 5. 7 and so on).
Answer: A
Explanation:
Enabling unclean leader election allows Kafka to elect a non-in-sync replica as leader if all in-sync replicas are unavailable. This sacrifices message reliability (possible data loss) in favor of high availability, aligning with the requirement.

NEW QUESTION # 54
Kafka Connect is running on a two node cluster in distributed mode. The connector is a source connector that pulls data from Postgres tables (users/payment/orders), writes to topics with two partitions, and with replication factor two. The development team notices that the data is lagging behind.
What should be done to reduce the data lag*?
The Connector definition is listed below:
{
"name": "confluent-postgresql-source",
"connector class": "PostgresSource",
"topic.prefix": "postgresql_",
& nbsp;& nbsp;& nbsp;...
"db.name": "postgres",
"table.whitelist": "users.payment.orders",
"timestamp.column.name": "created_at",
"output.data format": "JSON",
"db.timezone": "UTC",
"tasks.max": "1"
}
  • A. Increase the number of Connect Nodes.
  • B. Increase the number of Connect Tasks (tasks max value).
  • C. Increase the number of partitions.
  • D. Increase the replication factor and increase the number of Connect Tasks.
Answer: B
Explanation:
The connector is currently configured with "tasks.max": "1", which means only one task is handling all tables (users, payment, orders). This can create a bottleneck and lead to lag. Increasing tasks.max allows Kafka Connect to parallelize work across multiple tasks, which can pull data from different tables concurrently and reduce lag.

NEW QUESTION # 55
How can authentication for both internal component traffic and external client traffic be accomplished?
  • A. Configure multiple security protocols on the same listener.
  • B. Configure LoadBalancer.
  • C. Configure multiple listeners on the broker.
  • D. Configure multiple brokers.
Answer: C
Explanation:
Kafka supports multiple listeners, each with its own port, hostname, and security protocol. This allows you to:
*  Use one listener for internal communication (e.g., brokers, ZooKeeper, Connect, etc.) with one type of authentication (e.g., PLAINTEXT or SASL).
* Use a separate listener for external clients (e.g., producers and consumers) with a different protocol (e.g., SSL or SASL_SSL).

NEW QUESTION # 56
What are important factors in sizing a ksqlDB cluster? (Choose three.)
  • A. Data Encryption
  • B. Number of Partitions
  • C. Number of Queries
  • D. Data Schema
  • E. Topic Data Retention
Answer: B,C,D
Explanation:
The complexity of the schema (number of fields, data types, etc.) affects processing and memory usage.
Each ksqlDB persistent query consumes resources (CPU, memory), so more queries require more capacity.
More partitions increase parallelism, but also resource usage, especially in scaling and state management.

NEW QUESTION # 57
What are benefits to gracefully shutting down brokers? (Choose two.)
  • A. It will sync all its logs to disk to avoid needing to do any log recovery when it restarts.
  • B. It will migrate any partitions the server is the leader for to other replicas prior to shutting down.
  • C. It will balance the partitions across brokers before restarting.
  • D. It will automatically re-elect leaders on restart.
Answer: A,B
Explanation:
A graceful shutdown ensures that logs are flushed to disk, minimizing recovery time during restart.
Kafka performs controlled leader migration during a graceful shutdown to avoid disruption and ensure availability.

NEW QUESTION # 58
......
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Posted at before yesterday 18:26        Only Author  2#
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