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Exam Code: CCDAK
Exam Name: Confluent Certified Developer for Apache Kafka Certification Examination
Updated: Aug 21, 2026
Q & A: 92 Questions and Answers
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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Developing with Kafka Producers | 15-20% | - Producer Interceptors - Serialization (JSON, Avro, Protobuf) - Producer Configuration and Tuning - Partitioning Strategies - Error Handling and Retry Logic - Idempotent Producers - Exactly-Once Semantics |
| Topic 2: Kafka Connect | 10-15% | - Connect Architecture (Workers, Connectors, Tasks) - Converters and Transforms - Single Message Transformations (SMT) - Offset Management in Connect - Source and Sink Connectors - Connector Configuration |
| Topic 3: Developing with Kafka Consumers | 15-20% | - Consumer Configuration and Tuning - Offset Management - Multi-threaded Consumers - Commit Strategies (Auto, Manual, Cooperative) - Deserialization - Consumer Interceptors - Consumer Groups and Rebalancing |
| Topic 4: Security | 5-10% | - Securing Schema Registry - Encryption in Transit - Authentication (SASL, SSL/TLS) - Authorization (ACLs) |
| Topic 5: Schema Management | 5-10% | - Schema Registry Architecture - Schema Registration and Retrieval - Avro Schemas - Schema Evolution and Compatibility - Protobuf and JSON Schemas |
| Topic 6: Kafka Fundamentals | 10-15% | - Log Segments and Retention - Topics, Partitions, and Offsets - Replication Factor and ISR - Brokers and Clusters - Producer and Consumer Basics |
| Topic 7: Kafka Streams | 20-25% | - Transformation Operations (map, filter, join, aggregate) - Windowed Operations (Tumbling, Hopping, Session) - State Stores and Processors - Streams Architecture and Topology - Exactly-Once Processing - Interactive Queries - Testing Kafka Streams Applications |
| Topic 8: Monitoring and Operations | 5-10% | - Log Compaction - Consumer Lag and Health Checks - Kafka Metrics and Monitoring - Cross-region Replication - Disaster Recovery |
| Topic 9: Installing and Configuring Kafka | 5-10% | - Partition Assignment Strategies - Broker Configuration Parameters - ZooKeeper vs KRaft Mode - Topic Creation and Configuration |
1. Match each configuration parameter with the correct option.
To answer choose a match for each option from the drop-down. Partial
credit is given for each correct answer.
2. (You want to read messages from all partitions of a topic in every consumer instance of your application.
How do you do this?)
A) Use the subscribe() method with an empty consumer group name configuration.
B) Use the assign() method using all topic-partitions of the topic as argument.
C) Use the subscribe() method with a regular expression argument.
D) Use the assign() method with the topic name as argument.
3. You are writing to a topic with acks=all.
The producer receives acknowledgments but you notice duplicate messages.
You find that timeouts due to network delay are causing resends.
Which configuration should you use to prevent duplicates?
A) retries=2147483647max.in.flight.requests.per.connection=5enable.idempotence=true
B) enable.auto.commit=true
C) retries=2147483647max.in.flight.requests.per.connection=1enable.idempotence=false
D) retries=0max.in.flight.requests.per.connection=5enable.idempotence=true
4. You are building a system for a retail store selling products to customers.
Which three datasets should you model as a GlobalKTable?
(Select three.)
A) Catalog of products
B) All purchases at a retail store occurring in real time
C) Customer profile information
D) Log of payment transactions
E) Inventory of products at a warehouse
5. Match the topic configuration setting with the reason the setting affects topic durability.
(You are given settings like unclean.leader.election.enable=false, replication.factor, min.insync.replicas=2)
Solutions:
| Question # 1 Answer: Only visible for members | Question # 2 Answer: B | Question # 3 Answer: A | Question # 4 Answer: A,C,E | Question # 5 Answer: Only visible for members |
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