Welcome! Preparing for the Cloudera CDP Certified Administrator - Public Cloud (CDP-5001) certification exam can be a daunting task, but we're here to make it easier for you. Here are the sample questions that will help you become familiar with the Cloudera CDP-5001 exam style and structure. We encourage you to try our Demo Cloudera Administrator Cloud Certification Practice Exam to measure your understanding of the exam structure in an environment that simulates the actual test environment.
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Cloudera CDP-5001 Sample Questions:
01. What two benefits does a robust RBAC (Role-Based Access Control) system provide in CDP for administrative tasks?
(Select two)
a) It simplifies the management of user accounts across thousands of individual permissions.
b) It provides direct, unauthenticated access to all cluster services for administrators.
c) It enables the principle of least privilege, ensuring users only have necessary permissions.
d) It automatically scales Data Lake storage capacity based on user roles.
e) It reduces the overall cost of CDP licenses.
02. Which two essential characteristics define a CDP Data Hub cluster?
(Select two)
a) They are limited to a single cloud provider type per deployment.
b) They are provisioned on demand within a CDP Environment.
c) They are persistent, central repositories for all enterprise data.
d) They host specific data processing engines (e.g., Spark, Hive, Impala).
03. Which critical AWS network prerequisite might be missing or incorrectly configured, preventing GlobalDataCorp's on-premises tools from connecting to the Data Lake's Hive Metastore?
a) The Data Lake instances are not assigned public IP addresses for direct internet access.
b) The VPC peering or Direct Connect/VPN connection between the on-premises network and the CDP VPC is not established or misconfigured.
c) The corporate proxy is blocking inbound traffic from the Data Lake to on-premises.
d) The Data Lake security group is blocking inbound connections from the on-premises network on the Hive Metastore port.
04. When CloudAnalytics Corp. wants to improve the inconsistent query performance on their Data Warehouse cluster during peak analyst activity, what is a key architectural consideration specific to Data Warehouse clusters that could resolve this?
a) Migrating the entire Data Warehouse to an on-premises Hadoop cluster.
b) Installing more memory on the Data Lake's Hive Metastore.
c) Leveraging an auto-scaling policy to add more Impala Daemon nodes when query load increases.
d) Deploying a separate Data Hub cluster for each individual analyst.
05. What defines the foundational infrastructure (VPC/VNet, subnets, networking) within which CDP Data Lakes and Data Hubs are deployed in the public cloud?
a) The Cloudera Management Console.
b) The IDBroker mapping.
c) The CDP Environment.
d) The Data Hub cluster definition.
06. When designing a Data Hub cluster for high availability, what two strategies are commonly employed?
(Select two)
a) Configuring redundant network paths to the cluster from on-premises.
b) Automatically creating snapshots of all cluster disks every hour.
c) Ensuring all worker nodes are placed in a single, large subnet for simplified routing.
d) Deploying critical components (e.g., NameNode, Resource Manager) across multiple Availability Zones.
07. What specific aspects of cloud provider security fall under the customer's responsibility in the Shared Responsibility Model when using CDP Public Cloud?
(Select three)
a) Configuring network security (e.g., security groups, network ACLs, firewall rules).
b) Managing user access to cloud resources and CDP services (IAM, RBAC).
c) Securing the underlying cloud infrastructure (e.g., physical security of data centers).
d) Patching and maintaining the operating system of the CDP control plane instances.
e) Encrypting data at rest and in transit using customer-managed keys (if applicable).
08. Why must your cloud provider account be linked to Cloudera Data Platform (CDP) before provisioning any environments or data lakes?
a) It ensures compliance with regional data residency regulations for all data services.
b) It enables the CDP control plane to securely interact with your cloud provider's APIs to provision and manage infrastructure.
c) It allows Cloudera to automatically migrate existing on-premises clusters to the public cloud.
d) The necessary billing information for Cloudera's managed services.
09. What is the most effective auto-scaling strategy CloudAnalytics Corp. should implement for their Data Engineering cluster to address increased Spark job queue times and resource exhaustion?
a) Manually scaling up the cluster's gateway nodes during peak hours.
b) Increasing the default disk size for all worker nodes to handle larger data sets.
c) Implementing CPU-based auto-scaling to add more worker nodes when CPU utilization is high.
d) Configuring YARN Queue-based auto-scaling to add worker nodes when job queues back up.
10. When performing a disaster recovery operation for a CDP Data Lake, what is the most crucial element to recover first?
a) The latest version of the Data Lake's operational logs.
b) The cluster metrics and monitoring dashboards.
c) A snapshot of the Data Lake's Hue database.
d) The cloud object storage bucket containing the Data Lake's managed files and metadata.
Answers:
|
Question: 1 |
Answer: a, c |
Question: 2 |
Answer: b, d |
|
Question: 3 |
Answer: b |
Question: 4 |
Answer: c |
|
Question: 5 |
Answer: c |
Question: 6 |
Answer: a, d |
|
Question: 7 |
Answer: a, b, e |
Question: 8 |
Answer: b |
|
Question: 9 |
Answer: d |
Question: 10 |
Answer: c |
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