Free Preparation Discussions
MENU
Confluent CCAAK Exam Questions
- Topic 1: 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 2: 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 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® 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 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.
- Topic 7: 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.
Free Confluent CCAAK Exam Actual Questions
Note: Premium Questions for CCAAK were last updated On Jun. 18, 2026 (see below)
You have a cluster with a topic t1 that already has uncompressed messages. A new Producer starts sending messages to t1 with compression enabled.
Which condition would allow this?
Kafka allows mixed compression formats within the same topic and even the same partition. Each message batch includes metadata indicating whether and how it is compressed. Therefore, a new producer can send compressed messages to a topic that already contains uncompressed messages, as long as it is configured with a compression codec (e.g., compression.type=gzip, snappy, etc.).
Which property in broker configuration specifies that a broker belongs to a particular rack?
Which property in broker configuration specifies that a broker belongs to a particular rack?
The broker.rack property is used in a Kafka broker's configuration to specify the rack or availability zone the broker belongs to. This is important for rack-aware replica placement, allowing Kafka to distribute replicas across different racks for fault tolerance.
Why does Kafka use ZooKeeper? (Choose two.)
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.
You have a cluster with a topic t1 that already has uncompressed messages. A new Producer starts sending messages to t1 with compression enabled.
Which condition would allow this?
Kafka allows mixed compression formats within the same topic and even the same partition. Each message batch includes metadata indicating whether and how it is compressed. Therefore, a new producer can send compressed messages to a topic that already contains uncompressed messages, as long as it is configured with a compression codec (e.g., compression.type=gzip, snappy, etc.).
Why does Kafka use ZooKeeper? (Choose two.)
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.
- Select Question Types you want
- Set your Desired Pass Percentage
- Allocate Time (Hours : Minutes)
- Create Multiple Practice tests with Limited Questions
- Customer Support
Ashley Ramirez
7 days agoRobert King
24 days agoMichael Jones
1 month agoJeffrey Evans
2 months agoAmy Evans
2 months agoSusan Hill
1 month agoTiffany Wright
2 months agoAnthony Martinez
1 month agoDonald Hernandez
2 months agoAntonette
2 months agoCassie
3 months agoKayleigh
3 months agoLeanora
3 months agoBritt
3 months agoLatricia
4 months agoBarney
4 months agoFrankie
4 months agoFidelia
4 months agoYuette
5 months agoElise
5 months agoFabiola
5 months agoEarleen
5 months agoLuisa
6 months agoJesusita
6 months agoTish
6 months agoDiane
6 months agoKattie
7 months agoVanesa
7 months agoJanna
7 months agoElliot
7 months agoErnest
8 months agoZena
8 months agoAshton
8 months agoDustin
8 months agoGerardo
9 months agoAnabel
9 months agoRoosevelt
9 months agoKanisha
9 months agoThora
9 months agoCarlene
11 months agoJohnetta
12 months agoShayne
1 year agoTarra
1 year ago