Confluent CCAC Certification Exam Sample Questions

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Confluent CCAC Sample Questions:

01. Which scenario most likely leads to under-replicated partitions?
a) High consumer lag
b) Adding partitions to a topic
c) A broker failure
d) An increased retention period
 
02. What is the operational purpose of configuring client retries in producers?
a) Improve resiliency during transient failures
b) Reduce replication lag between the partition leader and its follower replicas so they stay in sync
c) Increase throughput
d) Modify partition leadership
 
03. 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) Regions
b) Multiple Clusters
c) Environments
d) Role Bindings
 
04. Which Stream Governance features improve data visibility and discovery?
(Choose three.)
a) UnderReplicatedPartitions
b) Tags
c) Stream Catalog
d) Stream Lineage
 
05. What is the primary benefit of deploying a multi-zone cluster in Confluent Cloud?
a) Improve Schema Registry validation by replicating schemas and compatibility checks across each availability zone
b) Protect against single availability zone failure
c) Reduce partition count
d) Increase message retention
 
06. Which feature lets you add descriptive metadata to Kafka topics for cataloging and discovery?
a) Partition reassignment
b) Tags
c) Log compaction
d) Replication factor
 
07. In Confluent Cloud, which two of the following are pillars of Stream Governance (Data Governance)?
(Choose two.)
a) Stream Lineage
b) Audit Logs
c) Stream Catalog
d) Connectors
 
08. Which compatibility mode ensures new schemas are backward compatible with existing consumers?
a) BACKWARD
b) FORWARD
c) NONE
d) FULL
 
09. When you create a Kafka topic in Confluent Cloud without specifying a replication factor, what is applied?
a) You must manually specify it; otherwise topic creation fails
b) It depends on the environment
c) It uses the replication factor of the cluster configuration
d) It defaults to 1
 
10. Which cloud-specific resource must be configured when enabling AWS PrivateLink connectivity for Confluent Cloud?
a) VPC Endpoint Service
b) Route 53 Resolver
c) Cloud NAT Gateway
d) Internet Gateway

Answers:

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

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