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  • Total Questions: 56
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Confluent CCAAK Exam Syllabus Topics:

SectionWeightObjectives
Apache Kafka Fundamentals15%- Core architecture and components
  • 1. Offsets, ISR, leader election
  • 2. Producers, consumers, consumer groups
  • 3. Brokers, topics, partitions, replicas
  • 4. KRaft vs ZooKeeper coordination
Apache Kafka Cluster Configuration22%- Topic management and configuration
  • 1. Partition assignment and rebalancing
  • 2. Creation, modification, deletion
- Producer and consumer configuration
  • 1. Offset management strategies
  • 2. Acks, batch size, linger.ms
- Broker configuration parameters
  • 1. Segment size and performance tuning
  • 2. Replication factor, min.insync.replicas
  • 3. Log retention, cleanup policy, compression
Observability and Monitoring10%- Log analysis and auditing
  • 1. Lag and replication status tracking
  • 2. Performance and throughput monitoring
- Metrics and monitoring tools
  • 1. Health checks and alerting
  • 2. Confluent Control Center, JMX, Prometheus
Kafka Connect11%- Management and monitoring
  • 1. Error handling and dead-letter queues
  • 2. Scaling and performance tuning
- Connector deployment and configuration
  • 1. Standalone vs distributed mode
  • 2. Source and sink connectors
Troubleshooting and Maintenance15%- Maintenance tasks
  • 1. Backup, restore, and data recovery
  • 2. Upgrades, rolling restarts
- Common operational issues
  • 1. Under-replicated partitions, leader imbalance
  • 2. Consumer lag and performance bottlenecks
Apache Kafka Security15%- Authorization
  • 1. ZooKeeper-based ACL storage
  • 2. ACL definition and management
- Encryption
  • 1. SSL/TLS for in-transit encryption
  • 2. Encryption at rest
- Authentication
  • 1. SASL mechanisms: PLAIN, SCRAM, GSSAPI
  • 2. Listener and security protocol mapping
Deployment Architecture12%- Confluent Platform integration
  • 1. Cluster linking and replication
  • 2. Component roles and interactions
- Cluster topologies
  • 1. Single-site and multi-data center deployments
  • 2. High availability and disaster recovery

CCAAK Exam: Honest Answers

A complete package backed by a full service system: 56 practice questions for the Confluent Certified Administrator for Apache Kafka exam in three formats — a printable, expert-prepared PDF with instant download; a Desktop Test Engine for Windows that simulates the real exam with two practice modes and works offline; and an Online Test Engine for any browser on Windows, Mac, Android, and iOS with test history and performance review. Also included: a free demo, 365 days of free updates renewed continuously by experts, a 50% renewal discount afterward, unlimited installations, and 24-hour full-time online service.

The official Confluent Certified Administrator for Apache Kafka outline organizes the exam into 7 domains. The three heaviest are Troubleshooting and Maintenance (15%), Deployment Architecture (12%), and Observability and Monitoring (10%). The complete list is in the topics section above, and the 56 practice questions at ActualTestsIT cover every domain.

The CCAAK exam is a Confluent certification exam covering the Confluent Certified Administrator for Apache Kafka syllabus shown above. It contributes to these credential paths: Confluent Certified Developer for Apache Kafka, Confluent Certified Cloud Operator. It has a reputation for being demanding — which is exactly why the credential carries weight with employers in 2026. ActualTestsIT prepares you with 56 practice questions in PDF, Desktop Test Engine, and Online Test Engine formats.

You need 70% to pass the Confluent Certified Administrator for Apache Kafka exam, and registration costs $150 USD. Since retakes are priced the same, verifying readiness with the ActualTestsIT practice engines first is simply good budgeting.

Confluent recommends these training resources for the Confluent Certified Administrator for Apache Kafka exam:

Pair the training with the 56 practice questions from ActualTestsIT — renewed continuously, they keep your practice aligned with the newest exam information.

ActualTestsIT refunds you in full if you take the Confluent Certified Administrator for Apache Kafka exam within 60 days of purchase and do not pass. The policy does not apply if the exam is taken within 3 days of purchase, if the exam was never actually taken, or to free materials or expired orders, and the candidate name must match the payer name. Submit a scan of your enrollment slip and the official Score Report PDF within 2 days of the exam; claims are processed within 7 days. Alternatively, exchange for two free exam products of equal value and keep your original update service. Delivery is by email within 1 minute of purchase — contact support if nothing arrives within 2 hours.

Online proctored or in-person at authorized testing centers Register for the Confluent Certified Administrator for Apache Kafka exam through these official channels:

After booking, your ActualTestsIT practice questions arrive by email within 1 minute — preparation can begin immediately.

The Confluent Certified Administrator for Apache Kafka exam presents 40–60 within 90 minutes. That pacing is part of the challenge — rehearse it with the timed mode in the ActualTestsIT Desktop Test Engine.

Recommended: practical experience managing Apache Kafka clusters, understanding of core concepts and operations Requirements are updated from time to time, so confirm the latest on the official Confluent exam page before scheduling.

Confluent Certified Administrator for Apache Kafka Sample Questions:

An employee in the reporting department needs assistance because their data feed is slowing down. You start by quickly checking the consumer lag for the clients on the data stream.
Which command will allow you to quickly check for lag on the consumers?

  • A. bin/kafka-consumer-lag.sh
  • B. bin/kafka-reassign-partitions.sh
  • C. bin/kafka-consumer-group-throughput.sh
  • D. bin/kafka-consumer-groups.sh
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

Explanation: Only visible for ActualTestsIT members. You can sign-up / login (it's free).

You want to increase Producer throughput for the messages it sends to your Kafka cluster by tuning the batch size ('batch size') and the time the Producer waits before sending a batch ('linger.ms').
According to best practices, what should you do?

  • A. Increase 'batch.size' and increase 'linger.ms'
  • B. Decrease 'batch.size' and increase 'linger.ms'
  • C. Increase 'batch.size' and decrease 'linger.ms'
  • D. Decrease 'batch.size' and decrease 'linger.ms'
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

Explanation: Only visible for ActualTestsIT members. You can sign-up / login (it's free).

What does Kafka replication factor provide? (Choose two.)

  • A. Durability
  • B. Availability
  • C. Security
  • D. Performance
Reveal Solution  Discussion  0

Correct Answer: A,B  🗳️

Explanation: Only visible for ActualTestsIT members. You can sign-up / login (it's free).

A developer is working for a company with internal best practices that dictate that there is no single point of failure for all data stored.
What is the best approach to make sure the developer is complying with this best practice when creating Kafka topics?

  • A. Set the topic replication factor to 3.
  • B. Use the parameter --partitions=3 when creating the topic.
  • C. Set 'min.insync.replicas' to 1.
  • D. Make sure the topics are created with linger.ms=0 so data is written immediately and not held in batch.
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

Explanation: Only visible for ActualTestsIT members. You can sign-up / login (it's free).

You are managing a cluster with a large number of topics, and each topic has a lot of partitions. A team wants to significantly increase the number of partitions for some topics.
Which parameters should you check before increasing the partitions?

  • A. Check the producer batch size and buffer size.
  • B. Check if acks=all is beina used.
  • C. Check the max open file count on brokers.
  • D. Check if compression is being used.
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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