Confluent Cloud Certified Operator (CCAC) 1 Step-by-Step Confluent Cloud Certified Operator Study Guide Confluent Certification The Confluent Cloud Certified Operator Study Guide is designed to help IT professionals and cloud engineers understand the core concepts of managing and operating Apache Kafka using Confluent Cloud. This guide covers essential topics such as cluster management, monitoring, security, networking, and troubleshooting in a cloud environment. By exploring real-world scenarios, key exam objectives, and practical preparation tips, candidates can strengthen their knowledge and build the confidence needed to successfully pass the Confluent Cloud Certified Operator certification exam. VMExam.com Confluent Cloud Certified Operator (CCAC) 1 CCAC Practice Test CCAC is Confluent Cloud Certified Operator Certification offered by the Confluent. 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Confluent Cloud Certified Operator (CCAC) 2 CCAC Exam Details Exam Name Confluent Cloud Certified Operator (Cloud Operator) Exam Code CCAC Exam Price $150 USD Duration 90 minutes Number of Questions 60 Passing Score Pass / Fail Recommended Training / Books Live Classes Self-Paced Training Schedule Exam Schedule an Exam Sample Questions Confluent CCAC Sample Questions Recommended Practice Confluent Cloud Certified Operator (CCAC) Practice Test CCAC Exam Syllabus Section Weight Confluent Cloud Core Concepts 17% Kafka Operations 17% Confluent Cloud Static Operations 14% Confluent Cloud Dynamic Operations 16% Confluent Cloud Streaming Pipelines 11% Confluent Cloud Data Governance 13% Confluent Cloud Resilience 11% CCAC Questions and Answers Set 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 Answer: b Confluent Cloud Certified Operator (CCAC) 3 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 Answer: a 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 Answer: c 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 Answer: b 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 Answer: a, c Confluent Cloud Certified Operator (CCAC) 4 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 Answer: a, c 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 Answer: b, d 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 Answer: a Confluent Cloud Certified Operator (CCAC) 5 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 Answer: c 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 Answer: d Full Online Practice of CCAC Certification VMExam.com is one of the world ’ s leading certifications, Online Practice Test providers. 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