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Confluent CCDAK Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Developing with Kafka Producers | 15-20% | - Serialization (JSON, Avro, Protobuf) - Idempotent Producers - Producer Configuration and Tuning - Error Handling and Retry Logic - Producer Interceptors - Partitioning Strategies - Exactly-Once Semantics |
| Topic 2: Security | 5-10% | - Encryption in Transit - Authentication (SASL, SSL/TLS) - Authorization (ACLs) - Securing Schema Registry |
| Topic 3: Developing with Kafka Consumers | 15-20% | - Consumer Configuration and Tuning - Offset Management - Consumer Interceptors - Multi-threaded Consumers - Commit Strategies (Auto, Manual, Cooperative) - Consumer Groups and Rebalancing - Deserialization |
| Topic 4: Kafka Streams | 20-25% | - Transformation Operations (map, filter, join, aggregate) - State Stores and Processors - Exactly-Once Processing - Windowed Operations (Tumbling, Hopping, Session) - Testing Kafka Streams Applications - Streams Architecture and Topology - Interactive Queries |
| Topic 5: Monitoring and Operations | 5-10% | - Kafka Metrics and Monitoring - Cross-region Replication - Log Compaction - Disaster Recovery - Consumer Lag and Health Checks |
| Topic 6: Schema Management | 5-10% | - Schema Registry Architecture - Protobuf and JSON Schemas - Schema Evolution and Compatibility - Avro Schemas - Schema Registration and Retrieval |
| Topic 7: Kafka Fundamentals | 10-15% | - Topics, Partitions, and Offsets - Log Segments and Retention - Producer and Consumer Basics - Replication Factor and ISR - Brokers and Clusters |
| Topic 8: Installing and Configuring Kafka | 5-10% | - ZooKeeper vs KRaft Mode - Topic Creation and Configuration - Broker Configuration Parameters - Partition Assignment Strategies |
| Topic 9: Kafka Connect | 10-15% | - Single Message Transformations (SMT) - Connect Architecture (Workers, Connectors, Tasks) - Source and Sink Connectors - Connector Configuration - Offset Management in Connect - Converters and Transforms |
Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions:
1. Which configuration allows more time for the consumer poll to process records?
A) heartbeat.interval.ms
B) fetch.max.wait.ms
C) session.timeout.ms
D) max.poll.interval.ms
2. (A stream processing application tracks user activity in online shopping carts, including items added, removed, and ordered throughout the day for each user.
You need to capture data to identify possible periods of user inactivity.
Which type of Kafka Streams window should you use?)
A) Hopping
B) Sliding
C) Tumbling
D) Session
3. (You have a topic with four partitions. The application reading this topic is using a consumer group with two consumers.
Throughput is smoothly distributed among partitions, but application lag is increasing.
Application monitoring shows that message processing is consuming all available CPU resources.
Which action should you take to resolve this issue?)
A) Increase the max.poll.records property of consumers.
B) Decrease the max.poll.records property of consumers.
C) Add more partitions to the topic to increase the level of parallelism of the processing.
D) Add more consumers to increase the level of parallelism of the processing.
4. 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) Hopping
B) Sliding
C) Tumbling
D) Session
5. You create a topic named loT-Data with 10 partitions and replication factor of three.
A producer sends 1 MB messages compressed with Gzip.
Which two statements are true in this scenario?
(Select two.)
A) Compression type will be stored in batch attributes.
B) By default, compression is the producer's responsibility.
C) All compressed messages will be stored in the same topic partition.
D) The message is already compressed so it will not be serialized.
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: D | Question # 3 Answer: D | Question # 4 Answer: D | Question # 5 Answer: A,B |
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