CCDAK Labs & Practice CCDAK Engine

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Confluent CCDAK Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Security5-10%- Securing Schema Registry
- Encryption in Transit
- Authorization (ACLs)
- Authentication (SASL, SSL/TLS)
Topic 2: Schema Management5-10%- Schema Evolution and Compatibility
- Schema Registration and Retrieval
- Avro Schemas
- Protobuf and JSON Schemas
- Schema Registry Architecture
Topic 3: Developing with Kafka Consumers15-20%- Offset Management
- Consumer Configuration and Tuning
- Multi-threaded Consumers
- Consumer Interceptors
- Consumer Groups and Rebalancing
- Deserialization
- Commit Strategies (Auto, Manual, Cooperative)
Topic 4: Kafka Fundamentals10-15%- Topics, Partitions, and Offsets
- Replication Factor and ISR
- Producer and Consumer Basics
- Log Segments and Retention
- Brokers and Clusters
Topic 5: Monitoring and Operations5-10%- Log Compaction
- Consumer Lag and Health Checks
- Disaster Recovery
- Cross-region Replication
- Kafka Metrics and Monitoring
Topic 6: Kafka Streams20-25%- Windowed Operations (Tumbling, Hopping, Session)
- Interactive Queries
- Testing Kafka Streams Applications
- Exactly-Once Processing
- Streams Architecture and Topology
- Transformation Operations (map, filter, join, aggregate)
- State Stores and Processors
Topic 7: Developing with Kafka Producers15-20%- Serialization (JSON, Avro, Protobuf)
- Partitioning Strategies
- Exactly-Once Semantics
- Error Handling and Retry Logic
- Idempotent Producers
- Producer Configuration and Tuning
- Producer Interceptors
Topic 8: Installing and Configuring Kafka5-10%- ZooKeeper vs KRaft Mode
- Topic Creation and Configuration
- Partition Assignment Strategies
- Broker Configuration Parameters
Topic 9: Kafka Connect10-15%- Offset Management in Connect
- Connect Architecture (Workers, Connectors, Tasks)
- Connector Configuration
- Single Message Transformations (SMT)
- Source and Sink Connectors
- Converters and Transforms

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Confluent Certified Developer for Apache Kafka Certification Examination Sample Questions (Q12-Q17):

NEW QUESTION # 12
Using the Confluent Schema Registry, where are Avro schema stored?

Answer: C

Explanation:
The Schema Registry stores all the schemas in the _schemas Kafka topic


NEW QUESTION # 13
What is ISR in Apache Kafka?

Answer: A


NEW QUESTION # 14
You want to sink data from a Kafka topic to S3 using Kafka Connect. There are 10 brokers in the cluster, the topic has 2 partitions with replication factor of 3. How many tasks will you configure for the S3 connector?

Answer: D

Explanation:
You cannot have more sink tasks (= consumers) than the number of partitions, so 2.


NEW QUESTION # 15
A topic has three replicas and you set min.insync.replicas to 2. If two out of three replicas are not available, what happens when a consume request is sent to broker?

Answer: C

Explanation:
With this configuration, a single in-sync replica is still readable, but not writeable if the producer using acks=all


NEW QUESTION # 16
To get acknowledgement of writes to only the leader partition, we need to use the config...

Answer: A

Explanation:
Producers can set acks=1 to get acknowledgement from partition leader only.


NEW QUESTION # 17
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