Confluent CCAC Certification Exam Sample Questions

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Confluent CCAC Sample Questions:

01. What will happen if a Kafka producer sends data with acks=0?
a) The message is only stored in memory
b) No acknowledgment is expected; potential data loss
c) The broker guarantees delivery
d) Messages are written to all replicas
 
02. What happens if you attempt to create a network connection in a region not supported by your selected cloud provider?
a) The CLI returns an error
b) It silently fails
c) It defaults to multi-region
d) The connection is automatically rerouted
 
03. You observe that consumers are experiencing increased lag. What is the most likely impact?
a) Data loss
b) Consumers read duplicate messages
c) Consumers take longer to process new messages
d) Producers are throttled
 
04. Which cloud-specific resource must be configured when enabling Private Link for Confluent Cloud on AWS?
a) Cloud NAT Gateway
b) VPC Endpoint Service
c) Internet Gateway
d) Route 53 Resolver
 
05. In Confluent Cloud, which two components are included in the Stream Governance “Advanced” tier?
(Choose two)
a) Stream Catalog
b) Audit Logs
c) Stream Lineage
d) Connectors
 
06. You are planning to organize multiple projects for different teams. What two features should you use to isolate and manage their access?
(Choose two)
a) Role Bindings
b) Multiple Clusters
c) Environments
d) Regions
 
07. Which two statements accurately describe how producers interact with partitions in Kafka?
(Choose two)
a) Producers send all messages to partition 0 by default
b) A key ensures messages go to the same partition
c) Producers manually assign offsets
d) Partitioning helps achieve parallelism in message delivery
 
08. When creating a Kafka topic in Confluent Cloud, what happens if no replication factor is specified?
a) It uses the replication factor of the cluster configuration
b) It depends on the environment
c) It defaults to 1
d) You must manually specify it; otherwise topic creation fails
 
09. What is the primary purpose of configuring network access on a Kafka cluster in Confluent Cloud?
a) To optimize message compression settings
b) To enable multiple schema versions
c) To restrict or allow client access via public or private endpoints
d) To limit partition replication
 
10. Which ksqlDB construct should be used for building materialized views of the latest value per key?
a) STREAM
b) SCHEMA
c) JOIN
d) TABLE

Answers:

Question: 01
Answer: b
Question: 02
Answer: a
Question: 03
Answer: c
Question: 04
Answer: b
Question: 05
Answer: a, c
Question: 06
Answer: a, c
Question: 07
Answer: b, d
Question: 08
Answer: a
Question: 09
Answer: c
Question: 10
Answer: d

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