View Full Confluent CCDAK Exam Dumps and Practice Test Dumps   Question 81 Which Kafka feature replicates data asynchronously between clusters? Cluster Linking Kafka Streams MirrorMaker 2 Schema Registry Correct Answer: 3 Explanation: MirrorMaker 2 is designed to replicate Kafka topics and related information between separate Kafka clusters. It can support use cases such as […]

View Full Confluent CCDAK Exam Dumps and Practice Test Dumps   Question 61 Which Kafka concept determines how many consumers can process a topic in parallel? Record timestamp Replication factor Partition count Retention period Correct Answer: 3 Explanation: Kafka partitions provide the fundamental unit of parallel consumption within a consumer group. A partition is assigned […]

View Full Confluent CCDAK Exam Dumps and Practice Test Dumps   Question 41 Which Kafka setting controls the default number of partitions for new topics? log.retention.bytes num.network.threads default.replication.factor num.partitions Correct Answer: 4 Explanation: The num.partitions broker setting defines the default partition count for topics created without an explicitly specified number of partitions. Partition count is […]

View Full Confluent CCDAK Exam Dumps and Practice Test Dumps   Question 21 What does ISR mean in Kafka replication? In-Sync Replicas Internal Storage Records Indexed Stream Routes Instance State Registry Correct Answer: 1 Explanation: ISR stands for In-Sync Replicas. These are replicas that are considered sufficiently caught up with the partition leader according to […]

View Full Confluent CCDAK Exam Dumps and Practice Test Dumps   Question 1 Which Kafka component stores partition data on disk? Consumer group Schema Registry Kafka Connect Broker Correct Answer: 4 Explanation: A Kafka broker stores topic partition data on disk and serves client requests for producing and consuming records. Each partition is represented by […]

View Full Google Professional Cloud Developer Exam Dumps and Practice Test Dumps.   Question 381 A GKE application needs to maintain stable network identities and persistent storage for each replica. Which Kubernetes workload resource is designed for this requirement? Deployment StatefulSet DaemonSet ConfigMap Correct Answer: 2 Explanation A Kubernetes StatefulSet is designed for workloads that […]

View Full Google Professional Cloud Developer Exam Dumps and Practice Test Dumps.   Question 361 A developer wants external CI/CD infrastructure to authenticate to Google Cloud without storing long-lived service account keys. Which capability should be used? Workload Identity Federation Cloud Storage ACLs API keys Static service account passwords Correct Answer: 1 Explanation Workload Identity […]

View Full Google Professional Cloud Developer Exam Dumps and Practice Test Dumps.   Question 341 A Cloud Run service needs CPU available while it performs work outside active request handling. Which configuration is relevant? CPU allocation Maximum instances Ingress control Revision tag Correct Answer: 1 Explanation Cloud Run CPU allocation determines when CPU resources are […]

View Full Google Professional Cloud Developer Exam Dumps and Practice Test Dumps.   Question 321 A Cloud Run application performs background work between incoming requests and requires CPU during those periods. Which configuration should the developer consider? Request-based CPU allocation CPU always allocated Maximum instance limit Revision tagging Correct Answer: 2 Explanation Cloud Run supports […]

View Full Google Professional Cloud Developer Exam Dumps and Practice Test Dumps.   Question 301 Which Cloud Run setting determines whether CPU is allocated only while a request is being processed or more continuously? CPU allocation Maximum instances Ingress setting Revision tag Correct Answer: 1 Explanation Cloud Run provides CPU allocation settings that control when […]

View Full Google Professional Cloud Developer Exam Dumps and Practice Test Dumps.   Question 281 Which Google Cloud service is designed to provide a managed environment for deploying containerized web applications and APIs? Cloud Storage Cloud Run BigQuery Cloud KMS Correct Answer: 2 Explanation Cloud Run provides a managed platform for deploying and operating containerized […]

View Full Google Professional Cloud Developer Exam Dumps and Practice Test Dumps.   Question 261 Which Google Cloud service is designed to store application logs and make them available for searching and analysis? Cloud Logging Cloud Scheduler Cloud Run Jobs Artifact Registry Correct Answer: 1 Explanation Cloud Logging provides centralized collection, storage, search, and analysis […]

View Full Google Professional Cloud Developer Exam Dumps and Practice Test Dumps.   Question 241 Which Google Cloud service provides a managed environment for running containerized applications without managing servers? Cloud Run BigQuery Cloud Storage Cloud KMS Correct Answer: 1 Explanation Cloud Run provides a managed serverless platform for running containerized applications. Developers package an […]

View Full Google Professional Cloud Developer Exam Dumps and Practice Test Dumps.   Question 221 Which Google Cloud service is designed to coordinate multiple API calls and application steps as a managed workflow? Cloud Storage Workflows Bigtable Artifact Registry Correct Answer: 2 Explanation Workflows is a managed orchestration service that allows developers to define and […]

View Full Google Professional Cloud Developer Exam Dumps and Practice Test Dumps.   Question 201 Which Google Cloud authentication approach is recommended for application code running on a managed Google Cloud service? Hard-coded API key Long-lived service account key Attached service identity Password stored in source code Correct Answer: 3 Explanation Application code running on […]