Confluent CCDAK Q&A - in .pdf

  • CCDAK pdf
  • Exam Code: CCDAK
  • Exam Name: Confluent Certified Developer for Apache Kafka Certification Examination
  • Updated: Aug 23, 2026
  • Q & A: 92 Questions and Answers
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Confluent CCDAK Q&A - Testing Engine

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  • Exam Name: Confluent Certified Developer for Apache Kafka Certification Examination
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Confluent CCDAK Exam Syllabus Topics:

SectionWeightObjectives
Kafka Connect10-15%- Source and Sink Connectors
- Offset Management in Connect
- Single Message Transformations (SMT)
- Connect Architecture (Workers, Connectors, Tasks)
- Connector Configuration
- Converters and Transforms
Developing with Kafka Consumers15-20%- Consumer Groups and Rebalancing
- Commit Strategies (Auto, Manual, Cooperative)
- Offset Management
- Consumer Interceptors
- Consumer Configuration and Tuning
- Deserialization
- Multi-threaded Consumers
Kafka Streams20-25%- Interactive Queries
- Streams Architecture and Topology
- State Stores and Processors
- Transformation Operations (map, filter, join, aggregate)
- Testing Kafka Streams Applications
- Exactly-Once Processing
- Windowed Operations (Tumbling, Hopping, Session)
Kafka Fundamentals10-15%- Log Segments and Retention
- Brokers and Clusters
- Topics, Partitions, and Offsets
- Replication Factor and ISR
- Producer and Consumer Basics
Security5-10%- Securing Schema Registry
- Encryption in Transit
- Authentication (SASL, SSL/TLS)
- Authorization (ACLs)
Developing with Kafka Producers15-20%- Producer Configuration and Tuning
- Error Handling and Retry Logic
- Idempotent Producers
- Partitioning Strategies
- Exactly-Once Semantics
- Serialization (JSON, Avro, Protobuf)
- Producer Interceptors
Monitoring and Operations5-10%- Kafka Metrics and Monitoring
- Cross-region Replication
- Log Compaction
- Disaster Recovery
- Consumer Lag and Health Checks
Schema Management5-10%- Protobuf and JSON Schemas
- Schema Registry Architecture
- Avro Schemas
- Schema Registration and Retrieval
- Schema Evolution and Compatibility
Installing and Configuring Kafka5-10%- ZooKeeper vs KRaft Mode
- Broker Configuration Parameters
- Topic Creation and Configuration
- Partition Assignment Strategies

Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:

1. Match each configuration parameter with the correct deployment step in installing a Kafka connector.


2. A stream processing application is tracking user activity in online shopping carts.
You want to identify periods of user inactivity.
Which type of Kafka Streams window should you use?

A) Tumbling
B) Session
C) Sliding
D) Hopping


3. Your Kafka cluster has five brokers. The topic t1 on the cluster has:
Two partitions
Replication factor = 4
min.insync.replicas = 3You need strong durability guarantees for messages written to topic t1.You configure a producer acks=all and all the replicas for t1 are in-sync.How many brokers need to acknowledge a message before it is considered committed?

A) 4
B) 2
C) 5
D) 3


4. (You have a Kafka consumer in production actively reading from a critical topic from which multiple other applications are consuming.
You have a new requirement to update the offset of your consumer to start reading from the beginning of the topic.
Which action would you take?)

A) Temporarily configure the topic's retention.ms parameter to 0 to empty the topic.
B) Update the consumer group's offset to the earliest position using the kafka-consumer-groups CLI tool.
C) Start a new consumer application with the same consumer group id.
D) Update the consumer configuration by setting the auto.offset.reset property to earliest.


5. Which two statements are correct about transactions in Kafka?
(Select two.)

A) Information about producers and their transactions is stored in the _transaction_state topic.
B) Consumers can consume both committed and uncommitted transactions.
C) Transactions are only possible when writing messages to a topic with single partition.
D) Transactions guarantee at least once delivery of messages.
E) All messages from a failed transaction will be deleted from a Kafka topic.


Solutions:

Question # 1
Answer: Only visible for members
Question # 2
Answer: B
Question # 3
Answer: D
Question # 4
Answer: B
Question # 5
Answer: A,B

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