CCAC 시험 - Confluent실제시험문제와 답 - 140문항

Question No : 1

You are deploying a mission-critical Confluent Cloud cluster and a fully-managed connector. The connector will import data to Confluent Cloud from a data system deployed in a VPC in Google Cloud Platform which lacks public internet access. Your company policy allows for bidirectional connectivity to external networks.
The data will be encrypted at rest using self-managed encryption keys (bring-your-own-key - BYOK) You need to identify a solution that aligns with these constraints.
Which solution should you choose?

A.Enterprise cluster with PrivateLink
B.Dedicated cluster with PrivateLink
C.Enterprise cluster with VPC peering
D.Dedicated cluster with VPC peering

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Question No : 2

Stream Catalog

A.Schema Registry → 1 Stream Lineage → 2 Tags → 3
B.Schema Registry → 1 Stream Lineage → 3 Tags → 2
C.Schema Registry → 3 Stream Lineage → 2 Tags → 1
D.Schema Registry → 3 Stream Lineage → 1 Tags → 3

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Question No : 3

Which two capabilities are provided by the Stream Governance Advanced package in Confluent Cloud? (Choose two)

A.ksqlDB Query Auditing
B.Stream Lineage
C.Schema Registry
D.Stream Catalog

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Question No : 4

You need to provision a stream processing service in Confluent Cloud to enable your development team to join data from topics across multiple Kafka clusters in a specific region.
Which service would you provision?

A.KsqlDB cluster
B.Stream Designer Pipeline
C.Flink Compute Pool
D.Stream Lineage

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Question No : 5

You are planning to use Terraform to deploy and manage resources in Confluent Cloud.
Which API Key is needed to enable Terraform access to Confluent Cloud?

A.Organization API Key
B.Cloud API Key
C.Kafka API Key
D.Resource API Key

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Question No : 6

Which two commonly used reset strategies are available to Kafka consumers? (Choose two)

A.latest
B.random
C.earliest
D.none

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Question No : 7

What is the purpose of IP filtering in Confluent Cloud?

A.To encrypt cluster traffic
B.To restrict network access by IP address
C.To monitor topic throughput
D.To scale broker instances

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Question No : 8

Which configuration is defined at topic creation and cannot be decreased later?

A.Replication factor
B.Partition count
C.Retention period
D.Cleanup policy

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Question No : 9

Which Kafka configuration ensures a message is persisted even if one broker fails?

A.retries
B.replication.factor with acks=all
C.compression.type
D.message.timeout.ms

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Question No : 10

Your application is experiencing a problem and after investigation, you discover that the Service Account associated to your application was deleted.
How can you determine which account deleted the Service Account?

A.Analyze the Event Logs page on the Confluent Cloud Console and search for DeleteServiceAccount events
B.Analyze the Event Logs from the confluent-audit-log-events topic in the Confluent Cloud Auditing cluster and search for DeleteServiceAccount events
C.Analyze the output of the Confluent CLI "confluent audit-logs --filter DeleteServiceAccount" command
D.Analyze the Event Logs using the Metrics API and search for DeleteServiceAccount events

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Question No : 11

Which two monitoring tools can be integrated with Confluent Cloud Metrics API? (Choose two)

A.Datadog
B.New Relic
C.Grafana
D.Jenkins

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Question No : 12

Consumes topic data

A.EnvironmentAdmin → 1 CloudClusterAdmin → 2 DeveloperRead → 3
B.EnvironmentAdmin → 1 CloudClusterAdmin → 3 DeveloperRead → 2
C.EnvironmentAdmin → 2 CloudClusterAdmin → 1 DeveloperRead → 3
D.EnvironmentAdmin → 3 CloudClusterAdmin → 2 DeveloperRead → 1

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Question No : 13

What does setting cleanup.policy=compact do to a Kafka topic?

A.Deletes all old records after a defined time
B.Retains only the latest record per key
C.Encrypts topic data for compliance
D.Limits message size per partition

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Question No : 14

Which CLI command can be used to list consumer groups associated with a Kafka cluster?

A.confluent kafka consumer-group list
B.confluent kafka group show
C.confluent kafka cluster describe
D.confluent consumer-group display

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Question No : 15

What is the primary difference between a Basic and a Standard cluster in Confluent Cloud?

A.Standard clusters support multi-zone deployment
B.Basic clusters support RBAC
C.Standard clusters allow unlimited partitions
D.Basic clusters support private networking

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Confluent CCAC 시험