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Exam Code: AWS Certified Cloud Practitioner CLF-C02
Exam Name: AWS Certified Cloud Practitioner CLF-C02
Certification Provider: Amazon
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AWS Certified Cloud Practitioner CLF-C02 Practice Test 65

Question 640

An AWS team is evaluating cloud options for this situation: An application stores large volumes of unstructured images and needs scalable object storage. What should it select?

  1. Use Amazon FSx for Windows File Server.
  2. Use Amazon Elastic File System.
  3. Use Amazon S3 buckets and objects.
  4. Use AWS DataSync for supported data transfer paths.

Explanation

Correct Answer

C:

S3 provides object storage with managed durability and scalable access. It avoids the specific failure that an EBS block volume is attached block storage rather than a general object repository, and the outcome confirms that applications retrieve image objects through S3 APIs.

Incorrect Answers

A:

FSx for Windows provides managed Windows-native file storage and SMB access. It addresses a different situation: an enterprise Windows workload requires SMB shares and Windows file-system features; the target requires applications retrieve image objects through S3 APIs.

B:

EFS provides a managed shared file system with NFS semantics for Linux clients. That approach would be appropriate when several Linux EC2 instances must concurrently mount one shared POSIX file system, not for the current constraint: an application stores large volumes of unstructured images and needs scalable object storage.

D:

DataSync automates large-scale data movement with integrity verification. Its observable effect is files are transferred with reporting on transfer operations, while the intended outcome here is applications retrieve image objects through S3 APIs.

Question 641

The operations team reports a mismatch between the requirement and actual behavior: A single EBS volume is not a typical region-wide multi-host shared filesystem. Which action corrects it?

  1. Use Amazon Elastic File System.
  2. Use AWS Storage Gateway in an appropriate gateway mode.
  3. Enable S3 Versioning on the bucket.
  4. Use S3 Standard for frequently accessed objects.

Explanation

Correct Answer

A:

EFS provides a managed shared file system with NFS semantics for Linux clients. It avoids the specific failure that a single EBS volume is not a typical region-wide multi-host shared filesystem, and the outcome confirms that multiple authorized Linux instances read the shared file path.

Incorrect Answers

B:

Storage Gateway bridges on-premises storage interfaces with supported AWS storage backends. That approach would be appropriate when an on-premises application needs local access to files while backing data with cloud storage, not for the current constraint: several Linux EC2 instances must concurrently mount one shared POSIX file system.

C:

Versioning maintains multiple object versions to aid recovery from unintended overwrite or deletion. It addresses a different situation: a user accidentally overwrites an important S3 object and needs prior versions preserved; the target requires multiple authorized Linux instances read the shared file path.

D:

S3 Standard is suitable for active objects with millisecond access. Its observable effect is the application reads recently uploaded objects with immediate access, while the intended outcome here is multiple authorized Linux instances read the shared file path.

Question 642

Consider an AWS workload with this need: A company wants old S3 objects automatically moved to colder storage tiers after ninety days. What action is most appropriate?

  1. Consider the AWS Snow Family for physical data transfer where supported.
  2. Use Amazon Elastic File System.
  3. Create an S3 Lifecycle transition rule.
  4. Use Amazon Elastic Block Store.

Explanation

Correct Answer

C:

S3 Lifecycle automates storage-class changes and expiration according to object age and policy. The requirement is that a company wants old S3 objects automatically moved to colder storage tiers after ninety days; the observable success condition is that eligible objects change storage class when the lifecycle condition is met.

Incorrect Answers

A:

Snow devices can transfer large datasets without relying entirely on a slow online connection. That approach would be appropriate when a site with limited network bandwidth must import a very large dataset into AWS, not for the current constraint: a company wants old S3 objects automatically moved to colder storage tiers after ninety days.

B:

EFS provides a managed shared file system with NFS semantics for Linux clients. This action handles several Linux EC2 instances must concurrently mount one shared POSIX file system, but it does not address the observed risk that manually moving objects each month is not a reliable managed lifecycle policy.

D:

EBS supplies persistent block storage for EC2 in an Availability Zone. It would instead yield the EC2 instance reads and writes its attached EBS volume; the problem requires eligible objects change storage class when the lifecycle condition is met.

Question 643

The operations team reports a mismatch between the requirement and actual behavior: Replicating a single latest object without version history may not restore the previous version. Which action corrects it?

  1. Use AWS Storage Gateway in an appropriate gateway mode.
  2. Use Amazon Elastic Block Store.
  3. Consider the AWS Snow Family for physical data transfer where supported.
  4. Enable S3 Versioning on the bucket.

Explanation

Correct Answer

D:

Versioning maintains multiple object versions to aid recovery from unintended overwrite or deletion. Given that a user accidentally overwrites an important S3 object and needs prior versions preserved, success means an earlier object version remains retrievable after overwrite.

Incorrect Answers

A:

Storage Gateway bridges on-premises storage interfaces with supported AWS storage backends. Its observable effect is local applications access the gateway while data is backed by AWS storage, while the intended outcome here is an earlier object version remains retrievable after overwrite.

B:

EBS supplies persistent block storage for EC2 in an Availability Zone. It addresses a different situation: a production EC2 instance requires a persistent block device for its operating system data; the target requires an earlier object version remains retrievable after overwrite.

C:

Snow devices can transfer large datasets without relying entirely on a slow online connection. The condition for that alternative is a site with limited network bandwidth must import a very large dataset into AWS; this question instead needs an earlier object version remains retrievable after overwrite.

Question 644

The cloud team implements the following change: Use AWS Storage Gateway in an appropriate gateway mode. Which outcome is the strongest acceptance evidence?

  1. Windows clients mount the managed SMB file share.
  2. Protected resources follow defined backup schedules and retention.
  3. Local applications access the gateway while data is backed by AWS storage.
  4. An earlier object version remains retrievable after overwrite.

Explanation

Correct Answer

C:

Storage Gateway bridges on-premises storage interfaces with supported AWS storage backends. Given that an on-premises application needs local access to files while backing data with cloud storage, success means local applications access the gateway while data is backed by AWS storage.

Incorrect Answers

A:

FSx for Windows provides managed Windows-native file storage and SMB access. That result validates use Amazon FSx for Windows File Server, rather than the stated decision to use AWS Storage Gateway in an appropriate gateway mode.

B:

AWS Backup coordinates scheduled backups across supported resource types. That result validates use AWS Backup with suitable backup plans and vaults, rather than the stated decision to use AWS Storage Gateway in an appropriate gateway mode.

D:

Versioning maintains multiple object versions to aid recovery from unintended overwrite or deletion. That result validates enable S3 Versioning on the bucket, rather than the stated decision to use AWS Storage Gateway in an appropriate gateway mode.

Question 645

A design review accepts the following recommendation: Consider the AWS Snow Family for physical data transfer where supported. Which technical principle supports it?

  1. Snow devices can transfer large datasets without relying entirely on a slow online connection.
  2. Storage Gateway bridges on-premises storage interfaces with supported AWS storage backends.
  3. EBS supplies persistent block storage for EC2 in an Availability Zone.
  4. EFS provides a managed shared file system with NFS semantics for Linux clients.

Explanation

Correct Answer

A:

Snow devices can transfer large datasets without relying entirely on a slow online connection. Given that a site with limited network bandwidth must import a very large dataset into AWS, success means data is shipped on an approved device and imported through the AWS workflow.

Incorrect Answers

B:

Storage Gateway bridges on-premises storage interfaces with supported AWS storage backends. This is the rationale for use AWS Storage Gateway in an appropriate gateway mode in a different situation; the chosen action is consider the AWS Snow Family for physical data transfer where supported.

C:

EBS supplies persistent block storage for EC2 in an Availability Zone. This is the rationale for use Amazon Elastic Block Store in a different situation; the chosen action is consider the AWS Snow Family for physical data transfer where supported.

D:

EFS provides a managed shared file system with NFS semantics for Linux clients. This is the rationale for use Amazon Elastic File System in a different situation; the chosen action is consider the AWS Snow Family for physical data transfer where supported.

Question 646

The operations team reports a mismatch between the requirement and actual behavior: Uploading petabytes over a small WAN link may take impractically long. Which action corrects it?

  1. Create an S3 Lifecycle transition rule.
  2. Use Amazon Elastic Block Store.
  3. Enable S3 Versioning on the bucket.
  4. Consider the AWS Snow Family for physical data transfer where supported.

Explanation

Correct Answer

D:

Snow devices can transfer large datasets without relying entirely on a slow online connection. It avoids the specific failure that uploading petabytes over a small WAN link may take impractically long, and the outcome confirms that data is shipped on an approved device and imported through the AWS workflow.

Incorrect Answers

A:

S3 Lifecycle automates storage-class changes and expiration according to object age and policy. That approach would be appropriate when a company wants old S3 objects automatically moved to colder storage tiers after ninety days, not for the current constraint: a site with limited network bandwidth must import a very large dataset into AWS.

B:

EBS supplies persistent block storage for EC2 in an Availability Zone. It addresses a different situation: a production EC2 instance requires a persistent block device for its operating system data; the target requires data is shipped on an approved device and imported through the AWS workflow.

C:

Versioning maintains multiple object versions to aid recovery from unintended overwrite or deletion. Its observable effect is an earlier object version remains retrievable after overwrite, while the intended outcome here is data is shipped on an approved device and imported through the AWS workflow.

Question 647

A project fails its cloud design review because: Amazon Kinesis collects streams but does not replace dashboard authoring. What should the team change?

  1. Use Amazon Athena for serverless SQL on supported data in S3.
  2. Use Amazon Comprehend for natural language analysis.
  3. Use Amazon Transcribe for speech-to-text.
  4. Use Amazon QuickSight for business intelligence dashboards.

Explanation

Correct Answer

D:

QuickSight provides managed reporting and interactive visualizations. Given that a business intelligence group wants visual dashboards from analytical datasets, success means stakeholders view business metrics in an interactive dashboard.

Incorrect Answers

A:

Athena queries supported datasets in S3 without provisioning dedicated database clusters. That approach would be appropriate when a retail analyst wants to query data files directly in S3 using SQL without provisioning a database server, not for the current constraint: a business intelligence group wants visual dashboards from analytical datasets.

B:

Comprehend provides managed NLP features including entity and sentiment analysis. Its observable effect is the application receives sentiment and entity results from text, while the intended outcome here is stakeholders view business metrics in an interactive dashboard.

C:

Transcribe converts spoken audio into written text. It would instead yield the recorded call produces a text transcript; the problem requires stakeholders view business metrics in an interactive dashboard.

Question 648

Consider an AWS workload with this need: A developer wants to create an application using managed foundation models through an AWS API. What action is most appropriate?

  1. Use Amazon Bedrock for access to supported foundation models.
  2. Use Amazon Polly for text-to-speech.
  3. Use Amazon Athena for serverless SQL on supported data in S3.
  4. Use AWS Glue with a catalog and ETL jobs.

Explanation

Correct Answer

A:

Bedrock provides managed foundation model access for generative AI applications. The requirement is that a developer wants to create an application using managed foundation models through an AWS API; the observable success condition is that the application invokes an approved model through the Bedrock API.

Incorrect Answers

B:

Polly synthesizes speech audio from written text. It would instead yield text instructions are rendered as spoken audio; the problem requires the application invokes an approved model through the Bedrock API.

C:

Athena queries supported datasets in S3 without provisioning dedicated database clusters. This action handles a retail analyst wants to query data files directly in S3 using SQL without provisioning a database server, but it does not address the observed risk that amazon Textract is for document extraction rather than general foundation-model generation.

D:

Glue supplies data catalog metadata and managed data integration tools. That approach would be appropriate when a data team needs a managed data integration service for discovering data catalogs and performing ETL, not for the current constraint: a developer wants to create an application using managed foundation models through an AWS API.

Question 649

An AWS deployment has an avoidable issue: Amazon Textract is for document extraction rather than general foundation-model generation. Which corrective decision is most appropriate?

  1. Use Amazon Athena for serverless SQL on supported data in S3.
  2. Use Amazon QuickSight for business intelligence dashboards.
  3. Use Amazon Textract for document extraction.
  4. Use Amazon Bedrock for access to supported foundation models.

Explanation

Correct Answer

D:

Bedrock provides managed foundation model access for generative AI applications. It avoids the specific failure that amazon Textract is for document extraction rather than general foundation-model generation, and the outcome confirms that the application invokes an approved model through the Bedrock API.

Incorrect Answers

A:

Athena queries supported datasets in S3 without provisioning dedicated database clusters. Its observable effect is analysts execute SQL queries against S3-stored data, while the intended outcome here is the application invokes an approved model through the Bedrock API.

B:

QuickSight provides managed reporting and interactive visualizations. That approach would be appropriate when a business intelligence group wants visual dashboards from analytical datasets, not for the current constraint: a developer wants to create an application using managed foundation models through an AWS API.

C:

Textract detects text and document structure in scanned images and PDFs. It addresses a different situation: a loan-processing application needs to extract key-value pairs and tables from scanned forms; the target requires the application invokes an approved model through the Bedrock API.

Question 650

During a cloud review, this risk is identified: Amazon Polly converts text to speech and is not a general model-training platform. Which change addresses the stated risk most directly?

  1. Use Amazon Athena for serverless SQL on supported data in S3.
  2. Use Amazon SageMaker AI for the ML lifecycle.
  3. Use Amazon Transcribe for speech-to-text.
  4. Use Amazon Polly for text-to-speech.

Explanation

Correct Answer

B:

SageMaker supports model development, training and deployment workflows. Given that a data science team needs a managed platform to build, train, and deploy custom ML models, success means the team develops and deploys its model within a managed ML workflow.

Incorrect Answers

A:

Athena queries supported datasets in S3 without provisioning dedicated database clusters. The condition for that alternative is a retail analyst wants to query data files directly in S3 using SQL without provisioning a database server; this question instead needs the team develops and deploys its model within a managed ML workflow.

C:

Transcribe converts spoken audio into written text. This action handles a contact center must turn recorded calls into searchable text transcripts, but it does not address the observed risk that amazon Polly converts text to speech and is not a general model-training platform.

D:

Polly synthesizes speech audio from written text. It would instead yield text instructions are rendered as spoken audio; the problem requires the team develops and deploys its model within a managed ML workflow.

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