Question 830

A team has chosen Amazon DynamoDB to store key-value or document data with managed NoSQL scaling. Which description explains the mechanism that makes this selection appropriate?

  1. This capability is a fully managed NoSQL database with service-managed infrastructure.
  2. This capability offers managed document database capabilities for suitable MongoDB workloads.
  3. This capability offers managed in-memory caching engines to reduce repetitive backend reads.
  4. This capability automates selected relational database operations including backup and patching.

Explanation

Correct Answer

A:

Amazon DynamoDB meets the goal to store key-value or document data with managed NoSQL scaling because DynamoDB is a fully managed NoSQL database with service-managed infrastructure. It is not a drop-in replacement for arbitrary relational joins and SQL schemas.

Incorrect Answers

B:

That description belongs to Amazon DocumentDB because documentDB offers managed document database capabilities for suitable MongoDB workloads; it is used to run JSON document workloads using MongoDB-compatible APIs, not to explain how Amazon DynamoDB provides the function to store key-value or document data with managed NoSQL scaling.

C:

That description belongs to Amazon ElastiCache because elastiCache offers managed in-memory caching engines to reduce repetitive backend reads; it is used to cache frequently accessed application data in memory, not to explain how Amazon DynamoDB provides the function to store key-value or document data with managed NoSQL scaling.

D:

That description belongs to Amazon RDS because RDS automates selected relational database operations including backup and patching; it is used to operate a managed relational database engine, not to explain how Amazon DynamoDB provides the function to store key-value or document data with managed NoSQL scaling.

Question 831

A cloud team wants to replicate eligible objects between buckets within the same AWS Region. It has considered S3 Block Public Access, whose main role is to help prevent unintended public access to buckets and objects. Which other selection is more tightly matched to the actual task?

  1. Amazon S3 Inventory
  2. S3 Same-Region Replication
  3. S3 bucket policy
  4. S3 Block Public Access

Explanation

Correct Answer

B:

S3 Same-Region Replication addresses the new need to replicate eligible objects between buckets within the same AWS Region because same-Region Replication can support same-region copy and ownership workflows; S3 Block Public Access supports the different existing task to help prevent unintended public access to buckets and objects.

Incorrect Answers

A:

Amazon S3 Inventory is intended to generate lists of objects and associated metadata for analysis because S3 Inventory produces scheduled reports about bucket objects and properties; in this design the new outcome is to replicate eligible objects between buckets within the same AWS Region, which calls for S3 Same-Region Replication rather than Amazon S3 Inventory or the earlier S3 Block Public Access.

C:

S3 bucket policy is intended to control allowed and denied access to an S3 bucket and its objects because bucket policies are resource-based JSON permissions for supported S3 actions; in this design the new outcome is to replicate eligible objects between buckets within the same AWS Region, which calls for S3 Same-Region Replication rather than S3 bucket policy or the earlier S3 Block Public Access.

D:

S3 Block Public Access primarily supports the earlier need to help prevent unintended public access to buckets and objects because block Public Access settings override or restrict public access paths where enabled, but the new task is to replicate eligible objects between buckets within the same AWS Region; that is why S3 Same-Region Replication is preferable here.

Question 832

An AWS workload is being designed to build generative AI applications using foundation models through managed APIs. What is the most appropriate capability or approach?

  1. Amazon Bedrock
  2. Amazon Transcribe
  3. Amazon SageMaker AI
  4. Amazon Redshift

Explanation

Correct Answer

A:

Amazon Bedrock matches the goal to build generative AI applications using foundation models through managed APIs because bedrock provides access to foundation models and tooling for generative AI solutions. It differs from training a classical model entirely from raw data with a custom pipeline. Amazon Transcribe is for the different objective to convert spoken audio into a text transcript.

Incorrect Answers

B:

Amazon Transcribe addresses the separate need to convert spoken audio into a text transcript because transcribe provides managed automatic speech recognition; it is not as direct as Amazon Bedrock for the actual requirement to build generative AI applications using foundation models through managed APIs.

C:

Amazon SageMaker AI addresses the separate need to build train and deploy custom machine learning models because sageMaker AI offers managed tooling for ML data preparation training and inference workflows; it is not as direct as Amazon Bedrock for the actual requirement to build generative AI applications using foundation models through managed APIs.

D:

Amazon Redshift addresses the separate need to run analytical workloads in a purpose-built data warehouse because redshift supports warehouse-oriented queries across large structured datasets; it is not as direct as Amazon Bedrock for the actual requirement to build generative AI applications using foundation models through managed APIs.

Question 833

For this AWS project, 2 outcomes are required: first, match compute capacity to traffic fluctuations automatically; second, provide comparatively more CPU resources for CPU-intensive applications. Which TWO options provide the most direct matches? Choose TWO.

  1. Accelerated computing EC2 instance
  2. EC2 instance store
  3. AWS Elastic Beanstalk
  4. Compute optimized EC2 instance
  5. Elasticity through scaling policies

Explanation

Correct Answers

D:

Compute optimized EC2 instance covers the listed need to provide comparatively more CPU resources for CPU-intensive applications because compute-optimized instance families emphasize processing power for compute-bound tasks; it belongs in the keyed set alongside Elasticity through scaling policies to match compute capacity to traffic fluctuations automatically.

E:

Elasticity through scaling policies covers the listed need to match compute capacity to traffic fluctuations automatically because metric-driven policies can change running capacity in response to utilization or demand; it belongs in the keyed set alongside Compute optimized EC2 instance to provide comparatively more CPU resources for CPU-intensive applications.

Incorrect Answers

A:

Accelerated computing EC2 instance addresses a different objective, to handle workloads requiring GPUs or specialized hardware acceleration, because accelerated instance families provide processors suited to parallel graphics or ML workloads; the checklist instead requires the distinct outcomes to match compute capacity to traffic fluctuations automatically; provide comparatively more CPU resources for CPU-intensive applications.

B:

EC2 instance store addresses a different objective, to use temporary host-attached storage with very low latency, because instance store volumes are physically associated with the host and have ephemeral characteristics; the checklist instead requires the distinct outcomes to match compute capacity to traffic fluctuations automatically; provide comparatively more CPU resources for CPU-intensive applications.

C:

AWS Elastic Beanstalk addresses a different objective, to deploy supported applications while the platform provisions common resources, because elastic Beanstalk simplifies web-app deployment and orchestrates the supporting AWS components; the checklist instead requires the distinct outcomes to match compute capacity to traffic fluctuations automatically; provide comparatively more CPU resources for CPU-intensive applications.

Question 834

While reviewing a design, an architect identifies a gap: the workload needs to enable managed point-in-time recovery for an eligible RDS database. Which option closes that gap most directly?

  1. RDS Multi-AZ configuration
  2. AWS Migration Hub
  3. ACID relational transactions
  4. RDS automated backups

Explanation

Correct Answer

D:

RDS automated backups matches the goal to enable managed point-in-time recovery for an eligible RDS database because RDS backups and transaction logs support recovery within a configured retention period. Backups are not a substitute for a live multi-AZ standby during immediate failover. AWS Migration Hub is for the different objective to track multiple migration activities in one view.

Incorrect Answers

A:

RDS Multi-AZ configuration addresses the separate need to improve database availability using a standby in another Availability Zone because RDS Multi-AZ options support failover when the primary or supporting infrastructure fails; it is not as direct as RDS automated backups for the actual requirement to enable managed point-in-time recovery for an eligible RDS database.

B:

AWS Migration Hub addresses the separate need to track multiple migration activities in one view because migration Hub centralizes migration progress information from supported tools; it is not as direct as RDS automated backups for the actual requirement to enable managed point-in-time recovery for an eligible RDS database.

C:

ACID relational transactions addresses the separate need to preserve multi-step data consistency in a relational workload because relational engines support transactional properties appropriate to tightly consistent operations; it is not as direct as RDS automated backups for the actual requirement to enable managed point-in-time recovery for an eligible RDS database.

Question 835

The solution currently handles its need to find subscribe to and manage eligible third-party software solutions with AWS Marketplace. A new requirement is to perform operational automation and inventory for fleets instead. Which service or principle addresses that different need?

  1. AWS IoT Device Management
  2. Amazon SQS
  3. AWS Systems Manager
  4. AWS Marketplace

Explanation

Correct Answer

C:

AWS Systems Manager addresses the new need to perform operational automation and inventory for fleets because systems Manager supplies run command automation patching and fleet management; AWS Marketplace supports the different existing task to find subscribe to and manage eligible third-party software solutions.

Incorrect Answers

A:

AWS IoT Device Management is intended to organize and manage fleets of supported connected devices because ioT device management capabilities help register organize and monitor connected devices; in this design the new outcome is to perform operational automation and inventory for fleets, which calls for AWS Systems Manager rather than AWS IoT Device Management or the earlier AWS Marketplace.

B:

Amazon SQS is intended to decouple systems with durable asynchronous message queues because sQS holds messages for consumers to process independently; in this design the new outcome is to perform operational automation and inventory for fleets, which calls for AWS Systems Manager rather than Amazon SQS or the earlier AWS Marketplace.

D:

AWS Marketplace primarily supports the earlier need to find subscribe to and manage eligible third-party software solutions because marketplace is a digital catalog of software data and related offerings, but the new task is to perform operational automation and inventory for fleets; that is why AWS Systems Manager is preferable here.

Question 836

A reviewer suggests AWS CodeBuild when asked how to inspect selected operational measurements in one view, although that offering is primarily used to compile and test software in a managed build environment. Which alternative is the more precise choice?

  1. AWS Systems Manager
  2. Manual console provisioning
  3. AWS CodeBuild
  4. AWS CloudWatch dashboards

Explanation

Correct Answer

D:

AWS CloudWatch dashboards addresses the new need to inspect selected operational measurements in one view because dashboards visualize metrics and alarms for monitored systems; AWS CodeBuild supports the different existing task to compile and test software in a managed build environment.

Incorrect Answers

A:

AWS Systems Manager is intended to manage operational tasks across supported compute fleets because systems Manager provides inventory, automation, patching and remote operational capabilities; in this design the new outcome is to inspect selected operational measurements in one view, which calls for AWS CloudWatch dashboards rather than AWS Systems Manager or the earlier AWS CodeBuild.

B:

Manual console provisioning is intended to perform a one-off configuration with interactive review because the console suits an infrequent human-guided operation when repetition is not the priority; in this design the new outcome is to inspect selected operational measurements in one view, which calls for AWS CloudWatch dashboards rather than Manual console provisioning or the earlier AWS CodeBuild.

C:

AWS CodeBuild primarily supports the earlier need to compile and test software in a managed build environment because codeBuild runs build and test commands without operating dedicated build servers, but the new task is to inspect selected operational measurements in one view; that is why AWS CloudWatch dashboards is preferable here.

Question 837

An AWS implementation has already addressed select a geographic area in which to place a workload by using AWS Region. Its remaining gap is to direct clients to an endpoint using managed domain name resolution. Which listed capability closes this gap?

  1. Amazon Route 53 DNS
  2. AWS Region
  3. Availability Zone
  4. Route 53 failover routing

Explanation

Correct Answer

A:

Amazon Route 53 DNS addresses the new need to direct clients to an endpoint using managed domain name resolution because Route 53 answers DNS queries according to hosted-zone records and routing policies; AWS Region supports the different existing task to select a geographic area in which to place a workload.

Incorrect Answers

B:

AWS Region primarily supports the earlier need to select a geographic area in which to place a workload because an AWS Region is a distinct geographic location containing multiple Availability Zones, but the new task is to direct clients to an endpoint using managed domain name resolution; that is why Amazon Route 53 DNS is preferable here.

C:

Availability Zone is intended to separate redundant application components across isolated facilities within one Region because an Availability Zone is one or more discrete data centers with independent infrastructure in a Region; in this design the new outcome is to direct clients to an endpoint using managed domain name resolution, which calls for Amazon Route 53 DNS rather than Availability Zone or the earlier AWS Region.

D:

Route 53 failover routing is intended to redirect DNS responses when monitored endpoint health changes because Route 53 health checks and failover policies can influence which healthy target a client resolves; in this design the new outcome is to direct clients to an endpoint using managed domain name resolution, which calls for Amazon Route 53 DNS rather than Route 53 failover routing or the earlier AWS Region.

Question 838

During the analytics and AI review, the requirement is to govern data lakes with access and catalog integration. Which option best addresses that exact requirement?

  1. Amazon Lex
  2. Data catalog metadata
  3. AWS Lake Formation
  4. Amazon Translate

Explanation

Correct Answer

C:

AWS Lake Formation matches the goal to govern data lakes with access and catalog integration because lake Formation helps establish and secure data-lake environments using AWS data services. It does not replace every data-processing query engine. Amazon Translate is for the different objective to translate text between supported human languages; the requested capability is AWS Lake Formation to govern data lakes with access and catalog integration, in contrast with Amazon Translate to translate text between supported human languages.

Incorrect Answers

A:

Amazon Lex addresses the separate need to build conversational chat or voice interfaces with intent recognition because lex supports conversational bots using natural language understanding; it is not as direct as AWS Lake Formation for the actual requirement to govern data lakes with access and catalog integration.

B:

Data catalog metadata addresses the separate need to discover schemas and locations of datasets for analytics engines because a data catalog records metadata used by compatible query and ETL tools; it is not as direct as AWS Lake Formation for the actual requirement to govern data lakes with access and catalog integration.

D:

Amazon Translate addresses the separate need to translate text between supported human languages because translate is a machine-translation service used by multilingual applications; it is not as direct as AWS Lake Formation for the actual requirement to govern data lakes with access and catalog integration.

Question 839

A cloud design relies on Amazon S3 to store durable objects and retrieve them by bucket and key. What capability or process actually provides that outcome?

  1. Bucket policies are resource-based JSON permissions for supported S3 actions.
  2. Standard-IA offers lower storage cost for lower access frequency with retrieval charges.
  3. Cross-Region Replication provides configured cross-Region object replication for supported cases.
  4. S3 is an object storage service for files and data blobs rather than mounted block devices.

Explanation

Correct Answer

D:

Amazon S3 meets the goal to store durable objects and retrieve them by bucket and key because S3 is an object storage service for files and data blobs rather than mounted block devices. Applications use object APIs instead of treating S3 as a default EC2 boot disk.

Incorrect Answers

A:

That description belongs to S3 bucket policy because bucket policies are resource-based JSON permissions for supported S3 actions; it is used to control allowed and denied access to an S3 bucket and its objects, not to explain how Amazon S3 provides the function to store durable objects and retrieve them by bucket and key.

B:

That description belongs to Amazon S3 Standard-IA because standard-IA offers lower storage cost for lower access frequency with retrieval charges; it is used to store infrequently accessed objects that still need rapid retrieval, not to explain how Amazon S3 provides the function to store durable objects and retrieve them by bucket and key.

C:

That description belongs to S3 Cross-Region Replication because cross-Region Replication provides configured cross-Region object replication for supported cases; it is used to copy eligible objects asynchronously to a bucket in a different AWS Region, not to explain how Amazon S3 provides the function to store durable objects and retrieve them by bucket and key.

Question 840

A team has chosen VPC subnet CIDR planning to allocate non-overlapping address ranges for interconnected environments. Which description explains the mechanism that makes this selection appropriate?

  1. NAT gateways enable private egress; internet gateways provide the VPC's internet attachment.
  2. VPCs and subnets use address ranges that affect future peering and routing options.
  3. Peering allows traffic between eligible VPCs with non-overlapping CIDRs and appropriate routes.
  4. A VPC defines virtual networking boundaries and hosts configurable subnets and routing.

Explanation

Correct Answer

B:

VPC subnet CIDR planning meets the goal to allocate non-overlapping address ranges for interconnected environments because vPCs and subnets use address ranges that affect future peering and routing options. Overlapping CIDRs create connectivity complications even with a transit hub.

Incorrect Answers

A:

That description belongs to NAT versus internet gateway because NAT gateways enable private egress; internet gateways provide the VPC's internet attachment; it is used to distinguish outbound address translation from direct public routing, not to explain how VPC subnet CIDR planning provides the function to allocate non-overlapping address ranges for interconnected environments.

C:

That description belongs to VPC peering because peering allows traffic between eligible VPCs with non-overlapping CIDRs and appropriate routes; it is used to connect two VPCs privately for their routable address ranges, not to explain how VPC subnet CIDR planning provides the function to allocate non-overlapping address ranges for interconnected environments.

D:

That description belongs to Amazon VPC because a VPC defines virtual networking boundaries and hosts configurable subnets and routing; it is used to create a logically isolated IP network for AWS resources, not to explain how VPC subnet CIDR planning provides the function to allocate non-overlapping address ranges for interconnected environments.

AWS Certified Cloud Practitioner CLF-C02 Practice Tests