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1473 questions

Question 1361Question

A manufacturing company is planning the migration of two distinct workloads to Amazon EC2. The first workload is a core Enterprise Resource Planning (ERP) database that must run continuously 24/7 with consistent, predictable performance for at least three years. The second workload is a daily supply chain simulation batch job that runs overnight for 3 hours; this simulation is designed to be fault-tolerant and can be interrupted and resumed later without impact. Which two Amazon EC2 pricing models should the company select to minimize costs for these workloads? (Select TWO.)

Select all that apply

Show answer & explanation

Answer: Reserved Instances for the ERP database workload; Spot Instances for the supply chain simulation workload

Answer

The correct pricing models are Reserved Instances for the ERP database workload and Spot Instances for the supply chain simulation workload.
For the ERP database workload, which runs continuously 24/7 with predictable performance requirements for at least three years, Reserved Instances provide the best combination of pricing discount and capacity guarantees. For the supply chain simulation batch job, which runs for only 3 hours daily and is designed to be fault-tolerant (capable of being interrupted and resumed), Spot Instances provide the greatest cost savings by utilizing spare EC2 capacity.

Step-by-Step Solution

1
Analyze the requirements for the ERP database workload.
The database runs continuously 24/7, requires predictable performance, and has a defined timeline of at least three years.
Identifying the continuous and long-term nature of this workload helps select a commitment-based pricing model for cost optimization.
2
Determine the optimal pricing model for the ERP database.
Reserved Instances (or Savings Plans) are selected.
Reserved Instances offer significant discounts (up to 72%) over On-Demand rates in exchange for a 1-year or 3-year commitment, fitting the ERP database requirements perfectly.
3
Analyze the requirements for the supply chain simulation workload.
The workload runs for 3 hours daily, is a batch job, and is fault-tolerant (can be interrupted and resumed).
Understanding that the workload is flexible and can handle interruptions allows the use of spare capacity pricing models.
4
Determine the optimal pricing model for the supply chain simulation.
Spot Instances are selected.
Spot Instances utilize spare AWS capacity at up to a 90% discount compared to On-Demand. Because the batch job is interruptible and short-lived, it can tolerate potential Spot Instance terminations to achieve maximum cost savings.

Key Concept

Selecting the most cost-effective Amazon EC2 pricing model based on workload characteristics such as predictability, duration, and fault tolerance.
Question 1362Question

A research institute is preparing a grant proposal to fund a new genomic sequencing project. They plan to build a high-performance computing pipeline on AWS using AWS Batch, Amazon FSx for Lustre, and Amazon S3. Before any resources are provisioned or any code is written, the finance team requires a detailed, modeled estimation of the projected monthly costs for these specific services under various utilization assumptions. Which AWS tool should the institute use to model these prospective costs?

Show answer & explanation

Answer: AWS Pricing Calculator

Answer

AWS Pricing Calculator
The correct answer is AWS Pricing Calculator because it is the primary AWS tool used to model hypothetical architectures and estimate costs before any resources are provisioned or deployed.

Step-by-Step Solution

1
Analyze the scenario requirements: the client needs a pre-deployment cost model for hypothetical services (AWS Batch, Amazon FSx for Lustre, and Amazon S3) before any resources are provisioned.
The target tool must be capable of generating prospective or estimated costs based on configuration parameters without relying on existing account billing history.
This excludes post-deployment reporting and monitoring tools.
2
Evaluate the capabilities of AWS Billing and Cost Management tools to find which one supports modeling future service architecture costs.
AWS Pricing Calculator is the only tool that allows building a structured estimate of future service costs based on planned configuration parameters.
Selecting the tool designed for prospective estimation matches the research institute's planning needs.

Key Concept

AWS Pricing Calculator allows users to estimate the costs of AWS services before provisioning them, enabling modeling of prospective architectures with customizable configurations.
Question 1363Question

A company wants to migrate an on-premises database tool to AWS. The company already owns a prepaid software license for this tool and wants to avoid paying for another license through AWS. Which option in AWS Marketplace allows the company to deploy this software on AWS using their existing license?

Show answer & explanation

Answer: Bring Your Own License (BYOL)

Answer

Bring Your Own License (BYOL)
The Bring Your Own License (BYOL) model in AWS Marketplace enables customers to deploy third-party software using their existing licenses, ensuring they only pay for the underlying AWS infrastructure costs.

Step-by-Step Solution

1
Identify the customer's requirement.
The customer wants to use their existing prepaid software license on AWS without being charged again for the license itself.
This determines which licensing model fits their financial constraint.
2
Evaluate the AWS Marketplace licensing options.
Bring Your Own License (BYOL) is specifically designed to allow customers to leverage existing licenses on AWS infrastructure, whereas pay-as-you-go billing introduces new charges.
This selects the appropriate mechanism to satisfy the requirement.

Key Concept

AWS Marketplace BYOL (Bring Your Own License) model allows customers to migrate existing software licenses to AWS.
Estimated Time:45s
Question 1364Question

A digital marketing firm, LeadFlow, is migrating its ad-tracking application to the AWS Cloud. Currently, the company owns and maintains physical servers in a private colocation facility, which requires significant upfront investments and multi-year lease agreements. By moving to AWS, LeadFlow wants to replace these fixed technology costs with variable expenses that scale in real time based on active ad campaigns. Which of the following describes this economic transition?

Show answer & explanation

Answer: Replacing upfront capital expenses (CapEx) with variable operating expenses (OpEx)

Answer

Replacing upfront capital expenses (CapEx) with variable operating expenses (OpEx)
The correct answer is replacing upfront capital expenses (CapEx) with variable operating expenses (OpEx). In cloud computing, instead of investing heavily in physical data centers and servers before knowing how they will be used, businesses can pay only for the resources they use, which transitions costs from capital expenditures (CapEx) to operating expenditures (OpEx).

Step-by-Step Solution

1
Analyze the financial transition from on-premises hosting to AWS Cloud hosting.
On-premises hosting relies on upfront physical infrastructure purchases (capital expenses), whereas AWS Cloud hosting operates on a pay-as-you-go model (operating expenses).
Understanding the difference between capital expenses (CapEx) and operating expenses (OpEx) is fundamental to evaluating cloud economics.
2
Evaluate which option represents the correct direction of the cost shift.
The correct direction is shifting from upfront capital expenses (CapEx) to variable operating expenses (OpEx).
This shift enables the business to align infrastructure costs with actual usage rather than maintaining idle physical hardware.

Key Concept

Shifting from Capital Expenses (CapEx) to Operating Expenses (OpEx) in Cloud Economics
Question 1365Question

An e-commerce company is hosting a web application on a fleet of Amazon EC2 instances distributed across multiple Availability Zones. The application requires a shared repository to store product catalog images. This repository must support concurrent read-and-write access from all EC2 instances simultaneously and automatically scale as the volume of images grows. Which AWS storage service should the company use to meet these requirements?

Show answer & explanation

Answer: Amazon Elastic File System (Amazon EFS)

Answer

Amazon Elastic File System (Amazon EFS)
Amazon Elastic File System (Amazon EFS) is designed to provide serverless, fully managed, shared file storage. It can be mounted concurrently by thousands of Amazon EC2 instances spanning multiple Availability Zones and automatically grows or shrinks as files are added or deleted, satisfying all the requirements of the scenario.

Step-by-Step Solution

1
Analyze the application requirements: concurrent read-write access from multiple EC2 instances across multiple Availability Zones, and automatic capacity scaling.
Identified that block storage (like EBS or Instance Store) is not suitable due to the multi-instance, multi-AZ concurrent access requirement.
Block storage is typically bound to a single instance and Availability Zone.
2
Evaluate standard AWS storage options that support file-level sharing (NFS) and automatic scaling.
Amazon Elastic File System (Amazon EFS) fits the criteria perfectly because it is a managed file storage service designed for shared access across multiple AZs.
EFS mounts concurrently via NFS and scales dynamically without manual provisioning.

Key Concept

AWS Shared File Storage vs Block Storage
Question 1366Question

A retail corporation wants to optimize its cloud financial management. The finance team needs to set up a system that automatically sends email notifications if forecasted monthly spend exceeds their designated limit. Additionally, they need to generate historical charts showing cost trends by service over the last 90 days. Which AWS tools should the corporation use to meet these requirements? (Select TWO)

Select all that apply

Show answer & explanation

Answer: AWS Budgets; AWS Cost Explorer

Answer

AWS Budgets and AWS Cost Explorer
AWS Budgets is the correct tool for creating custom budgets and triggering alerts based on actual or forecasted cost thresholds. AWS Cost Explorer is the correct tool for visualizing historical costs, enabling users to generate graphs and identify trends over time.

Step-by-Step Solution

1
Analyze the requirement for automatic email notifications based on forecasted spend limits.
Identify that AWS Budgets supports proactive monitoring and alerting for actual or forecasted cost overruns.
AWS Budgets allows users to define custom thresholds and set up email notifications when those thresholds are breached.
2
Analyze the requirement for generating historical charts showing cost trends over the past 90 days.
Identify that AWS Cost Explorer is the default visualization tool for inspecting historical account metrics.
AWS Cost Explorer enables reactive analysis of past spend trends by filtering data over specific durations, like 90 days, and breaking it down by service.

Key Concept

Differentiating proactive cost alerting with AWS Budgets from reactive historical cost analysis and visualization with AWS Cost Explorer.
Estimated Time:1m 15s
Question 1367Question

A company is tracking cloud spend by department and wants to monitor who is creating resources. A cloud engineer tags all Amazon EC2 instances and Amazon S3 buckets with a user-defined tag key of Department, and wants to use the AWS-generated tag key aws:createdBy. After one week, the finance team reports that neither tag key is appearing as a filter option in AWS Cost Explorer. Which of the following actions are required to resolve this issue and ensure department-specific costs are tracked going forward? (Select TWO.)

Select all that apply

Show answer & explanation

Answer: Activate both the user-defined Department tag and the AWS-generated aws:createdBy tag in the Billing and Cost Management console.; Acknowledge that cost allocation tags do not apply retroactively, meaning that cost data categorized by these tags will only appear from the time of activation forward.

Answer

To resolve the issue, both the Department tag and the aws:createdBy tag must be activated in the Billing and Cost Management console, and the team must understand that cost allocation tags are not retroactive.
To use tags for cost allocation tracking, they must be explicitly activated in the Billing and Cost Management console. This applies to both user-defined tags (like Department) and AWS-generated tags (like aws:createdBy). Furthermore, cost allocation tags do not apply retroactively; billing data will only show these tagged resources from the activation date onward.

Step-by-Step Solution

1
Identify the requirement to expose user-defined and AWS-generated tags in AWS Cost Explorer.
Determine that applying tags to resources is not sufficient; they must also be activated specifically for cost allocation.
AWS does not automatically use resource tags for billing purposes; activation is a mandatory administrative step.
2
Identify where the cost allocation tags must be activated.
Both user-defined and AWS-generated tags must be activated in the Billing and Cost Management console.
This console is the centralized place where billing options and cost allocation keys are managed.
3
Determine the temporal behavior of cost allocation tags.
Recognize that tags are not applied retroactively, and tagged cost tracking starts only after activation.
AWS billing reports do not update historical records retroactively when new tags are activated.

Key Concept

Cost allocation tags require manual activation in the AWS Billing and Cost Management console to appear on billing reports and do not apply retroactively.
Question 1368Question

A team is setting up a database subnet in an Amazon VPC and needs to block all inbound traffic from a specific malicious IP address before it reaches any resource within that subnet. Which AWS firewall feature should they configure to enforce this subnet-level, stateless traffic filtering?

Show answer & explanation

Answer: Network Access Control List

Answer

Network Access Control List
A Network Access Control List (NACL) is the correct choice because it functions as a stateless firewall at the subnet level and allows the creation of explicit deny rules to block specific IP addresses.

Step-by-Step Solution

1
Identify the scope and rule requirements.
The requirement specifies blocking traffic at the subnet level and filtering a specific IP address using a firewall control.
This helps determine whether an instance-level or subnet-level control is needed, and whether deny rules are supported.
2
Evaluate AWS firewall features against the requirements.
Network Access Control Lists (NACLs) are stateless, operate at the subnet level, and support explicit deny rules. Security groups are stateful, operate at the instance level, and support only allow rules.
Choosing the correct feature requires mapping the stateless and subnet-level characteristics of NACLs to the requirement of blocking an IP address before it enters the subnet.

Key Concept

Subnet-level stateless filtering using Network Access Control Lists (NACLs)
Estimated Time:1m 0s
Question 1369Question

An organization is looking to procure a third-party security scanner to run on their Amazon EC2 instances. Which of the following are primary benefits of purchasing this software through AWS Marketplace? (Select TWO.)

Select all that apply

Show answer & explanation

Answer: The subscription costs for third-party software are integrated into the customer's consolidated AWS invoice.; Users can quickly deploy pre-configured software directly to AWS services such as Amazon EC2.

Answer

The primary benefits of purchasing software through AWS Marketplace are that subscription costs are integrated into the consolidated AWS invoice, and users can quickly deploy pre-configured software to AWS services.
AWS Marketplace simplifies software management by consolidating third-party software charges onto the existing AWS invoice, and by allowing quick deployment of pre-configured software (such as AMIs or container images) directly onto AWS resources.

Step-by-Step Solution

1
Analyze the features of AWS Marketplace related to billing and deployment.
AWS Marketplace allows customers to find, buy, and immediately deploy third-party software. Charges for these products are consolidated into the customer's regular AWS bill.
This helps identify the simplified billing and rapid deployment benefits.
2
Evaluate the options against AWS Cloud economics, support plans, and the Shared Responsibility Model.
AWS does not manage third-party software patching, licensing is typically OpEx rather than CapEx, and AWS Marketplace purchases do not change the AWS Support plan tier.
This rules out the incorrect options.

Key Concept

AWS Marketplace simplifies the procurement, billing, and deployment of third-party software on AWS.
Question 1370Question

An e-commerce company is launching a three-day promotional campaign. The web application, hosted on Amazon EC2, is expected to experience sudden, unpredictable traffic spikes during this period. The company requires that any newly launched instances to handle the peak traffic remain continuously active without interruption to ensure a seamless customer experience. Which Amazon EC2 pricing model is the most appropriate and cost-effective for these temporary scaling instances?

Show answer & explanation

Answer: On-Demand Instances

Answer

On-Demand Instances
On-Demand Instances are the most appropriate choice because they require no upfront payment or long-term commitment, can scale dynamically to handle unpredictable spikes, and guarantee that the instances will not be interrupted by AWS. This makes them ideal for short-term, spiky, and critical workloads.

Step-by-Step Solution

1
Analyze the workload requirements
The workload is short-term (three days), unpredictable (spiky traffic), and requires uninterrupted availability (no interruptions allowed).
Understanding the timeline and tolerance for interruption determines which EC2 pricing models are viable.
2
Evaluate the suitability of Spot Instances
Spot Instances can be interrupted with a two-minute warning, which violates the requirement for uninterrupted availability.
AWS can reclaim Spot capacity at any time, making them unsuitable for critical user-facing web applications.
3
Evaluate the suitability of Reserved Instances or Savings Plans
These models require a minimum of a one-year commitment, which is highly inefficient for a three-day event.
Long-term commitments are not cost-effective for extremely short-term scaling needs.
4
Determine the most cost-effective and appropriate option
On-Demand Instances provide uninterrupted capacity with a pay-as-you-go model and no long-term commitment, matching all requirements.
On-Demand matches the requirement for continuous availability and zero long-term commitment for temporary scaling.

Key Concept

Selecting the optimal Amazon EC2 pricing model based on workload duration, predictability, and fault tolerance.
Question 1371Question

A technology consulting firm manages AWS accounts for several clients under a single consolidated billing family using AWS Organizations. The firm needs to generate customized billing reports for each client that apply a 10%10\% administrative markup on their Amazon EC2 usage, while still paying the standard consolidated invoice to AWS. Which AWS service or tool should the firm use to create these custom billing views?

Show answer & explanation

Answer: AWS Billing Conductor

Answer

AWS Billing Conductor is the correct tool because it enables customers to customize billing data and apply pricing rules, such as markups, to create pro-forma billing views for internal billing groups or external clients.
AWS Billing Conductor is designed specifically for AWS Solution Providers and enterprise customers to customize billing data. It allows the creation of pro-forma billing groups and the application of custom pricing rules, such as a percentage markup, to generate custom billing views for showback or chargeback purposes without affecting the consolidated invoice paid to AWS.

Step-by-Step Solution

1
Analyze the business requirement
The requirement is to apply custom pricing rules (specifically a 10%10\% administrative markup) and generate customized billing reports for individual clients within a consolidated billing structure.
Identifying the core task (customizing client billing reports and applying markups) helps filter out tools that only perform cost estimation, tracking, or standard historical analysis.
2
Evaluate the capabilities of the AWS Billing and Cost Management tools
AWS Billing Conductor is designed specifically to define custom pricing rules and markups to generate pro-forma billing data for showback and chargeback workflows. In contrast, AWS Budgets tracks thresholds, AWS Cost Explorer analyzes historical usage, and AWS Pricing Calculator estimates pre-deployment costs.
Comparing the feature sets of each tool helps identify that AWS Billing Conductor is the only tool that supports generating customized billing views with custom markups.

Key Concept

AWS Billing Conductor is used to define custom billing rules and generate pro-forma billing reports for chargeback or showback purposes within consolidated billing.
Estimated Time:1m 0s
Question 1372Question

A digital media publishing company is building an automated news broadcasting application. The application must convert written news articles into natural-sounding spoken audio files, and it must also translate the written articles from English into Spanish and French. Which two AWS services should the company use to meet these requirements? (Select TWO.)

Select all that apply

Show answer & explanation

Answer: Amazon Polly; Amazon Translate

Answer

Amazon Polly and Amazon Translate
To meet the requirements, the company should use Amazon Polly to convert the written text of the news articles into natural-sounding speech (text-to-speech), and Amazon Translate to translate the written articles from English into Spanish and French (language translation).

Step-by-Step Solution

1
Identify the first requirement in the scenario, which is to convert written text (news articles) into natural-sounding spoken audio files.
This requires a text-to-speech service, which maps to Amazon Polly.
Amazon Polly uses advanced deep learning technologies to synthesize natural-sounding human speech from text.
2
Identify the second requirement in the scenario, which is to translate written English text into Spanish and French.
This requires a language translation service, which maps to Amazon Translate.
Amazon Translate provides highly accurate neural machine translation across a wide range of languages.

Key Concept

AWS Machine Learning Services specialize in different domains: Amazon Polly for text-to-speech, Amazon Translate for language translation, Amazon Transcribe for speech-to-text, and Amazon Lex for conversational chatbots.
Question 1373Question

A student is preparing for an AWS certification and wants to build a small personal project. The student requires the ability to open technical support cases for troubleshooting assistance, but only needs email communication during local business hours. Which AWS Support plan is the minimum tier that satisfies these requirements?

Show answer & explanation

Answer: Developer

Answer

Developer
The Developer support plan is the most cost-effective and lowest tier that allows users to open technical support cases. It offers local business hours email-only access to support associates, which matches the student's requirements.

Step-by-Step Solution

1
Analyze the student's requirements: they need technical troubleshooting support (the ability to open technical support cases) and only need email access during local business hours.
Identify that the Basic plan is insufficient because it does not support technical cases.
Basic support only provides billing and account support.
2
Compare the remaining tiers (Developer, Business, Enterprise On-Ramp) to find the minimum one that meets the requirements.
The Developer plan offers business-hours email access to support associates for technical cases, which fits the requirement at the lowest tier.
The Business and Enterprise On-Ramp plans offer 24/7 phone/chat/email support and are more expensive, making them incorrect choices for the minimum requirement.

Key Concept

AWS Developer Support plan features and minimum technical support access
Estimated Time:45s
Question 1374Question

A company uses AWS Organizations with consolidated billing. A developer in a member account subscribes to a 12-month contract for a third-party security scanner via AWS Marketplace. Six months into the contract, due to a corporate restructuring, this member account is removed from the company's AWS Organization and becomes a standalone account. How are the remaining six months of the software subscription contract handled and billed?

Show answer & explanation

Answer: The subscription remains associated with the member account, and the member account is billed directly for the remaining contract term.

Answer

The subscription remains associated with the member account, and the member account is billed directly for the remaining contract term.
The correct answer is correct because AWS Marketplace subscriptions are linked to the specific AWS account that made the purchase. When that account leaves the AWS Organization, the subscription stays with it, and billing shifts from the organization's management account to the standalone account.

Step-by-Step Solution

1
Identify the purchaser of the AWS Marketplace subscription.
The subscription is purchased by a developer inside a specific member account, meaning the subscription agreement is tied directly to that AWS account ID.
AWS Marketplace subscriptions are account-scoped, not organization-scoped.
2
Determine the impact of account migration out of AWS Organizations.
Removing the member account from the AWS Organization does not terminate or modify its active AWS Marketplace contracts.
The subscription agreement is independent of organization membership.
3
Analyze how billing changes after the account becomes standalone.
Charges are no longer aggregated to the organization's management account; instead, the standalone account is invoiced directly.
Consolidated billing only applies to accounts while they are active members of the organization.

Key Concept

AWS Marketplace subscription ownership and consolidated billing boundaries
Estimated Time:2m 0s
Question 1375Question

A gaming company is launching a new multiplayer game and needs to deploy two workloads on Amazon EC2. The first workload is a leaderboard analysis microservice that processes telemetry data in batches; this job is highly flexible, can run at any time of day, and is completely fault-tolerant to unexpected node terminations. The second workload is a matchmaking backend service that must run continuously to process player requests, requiring constant and predictable CPU performance over a one-year period. Which two pricing models should the gaming company select to minimize costs?

Select all that apply

Show answer & explanation

Answer: Spot Instances for the leaderboard analysis microservice; Reserved Instances for the matchmaking backend service

Answer

Spot Instances for the leaderboard analysis microservice and Reserved Instances for the matchmaking backend service
For the leaderboard analysis microservice, the workload is flexible and fault-tolerant, making it a perfect fit for Spot Instances, which offer the highest discounts in exchange for potential interruptions. For the matchmaking backend service, the workload is predictable and runs continuously over a one-year period, making Reserved Instances the most economical choice due to the commitment discount they offer.

Step-by-Step Solution

1
Analyze the requirements for the leaderboard analysis microservice.
The microservice is flexible, runs in batches, and is completely fault-tolerant to node terminations. Spot Instances are the most cost-effective model for this profile.
Spot Instances leverage unused EC2 capacity at steep discounts, which fits interruptible workloads perfectly.
2
Analyze the requirements for the matchmaking backend service.
The matchmaking backend runs continuously for a one-year period with predictable performance. Reserved Instances (or Savings Plans) are the most cost-effective option for steady-state workloads.
Commitment-based models like Reserved Instances provide significant savings over On-Demand pricing for steady, predictable runtimes.

Key Concept

Selecting optimal Amazon EC2 pricing models based on workload characteristics (interruptible vs. steady-state)
Question 1376Question

A startup recently launched several Amazon EC2 instances. To track costs by business unit, the team applied a user-defined tag with the key 'Department' and values such as 'Engineering' or 'Marketing' to the instances. However, when they open AWS Cost Explorer, they cannot filter their costs by this new tag. What must the startup do to ensure this user-defined tag appears in their billing reports and Cost Explorer?

Show answer & explanation

Answer: Activate the 'Department' tag in the Billing and Cost Management console.

Answer

Activate the 'Department' tag in the Billing and Cost Management console.
After applying user-defined tags to AWS resources, they must be manually activated in the Billing and Cost Management console before they can be used for cost allocation tracking in reports or tools like AWS Cost Explorer.

Step-by-Step Solution

1
Identify the type of tag being used.
The tag is a user-defined cost allocation tag ('Department').
Different activation rules apply to AWS-generated tags versus user-defined tags, but both require activation to show up in billing.
2
Determine the necessary administrative step to expose the tag to billing tools.
The tag must be activated in the Billing and Cost Management console.
AWS does not automatically include user-defined tags in billing reports or Cost Explorer until they are activated by an administrator.

Key Concept

Activation of Cost Allocation Tags
Question 1377Question

A logistics firm wants to analyze customer emails to automatically identify key phrases, sentiment, and brand names mentioned in the messages. Which AWS service should the firm use to perform this natural language processing (NLP) task?

Show answer & explanation

Answer: Amazon Comprehend

Answer

Amazon Comprehend
Amazon Comprehend is a natural language processing (NLP) service that uses machine learning to find insights and relationships in text. It provides built-in capabilities to detect sentiment, extract key phrases, and identify entities like brand names, matching the firm's requirements without needing custom model development.

Step-by-Step Solution

1
Analyze the business requirement.
The business needs to analyze text data (emails) to extract insights, including sentiment, key phrases, and brand names (entities).
Identifying the core requirement helps narrow down the machine learning domain to Natural Language Processing (NLP) text analysis.
2
Evaluate the available AWS machine learning services against the requirement.
Amazon Comprehend is the pre-trained NLP service that specifically extracts sentiment, entities, and key phrases from text.
Matching the specific capabilities of each AWS service ensures selecting the most efficient, fully managed solution.

Key Concept

AWS Machine Learning Services for text analysis
Question 1378Question

A smart-home IoT provider manages separate AWS accounts for its device telemetry backend, customer database, and mobile application services. The finance department wants to consolidate billing for these accounts under a single AWS organization to optimize costs. Which of the following is a direct benefit of utilizing consolidated billing in AWS Organizations for this scenario?

Show answer & explanation

Answer: The combined usage across all member accounts is aggregated to qualify for volume pricing discounts on services such as Amazon S3.

Answer

The combined usage across all member accounts is aggregated to qualify for volume pricing discounts on services such as Amazon S3.
The correct answer is correct because AWS Organizations aggregates the usage from all member accounts in the organization, enabling the combined entity to qualify for volume tier discounts (such as S3 storage tier pricing or volume data transfer discounts) faster than individual standalone accounts.

Step-by-Step Solution

1
Analyze the requirements of the smart-home IoT provider's finance department to optimize costs across multiple accounts.
Identify that cost consolidation and pricing optimization are the primary goals.
This establishes that the solution must focus on consolidated billing capabilities.
2
Evaluate how AWS Organizations consolidated billing features apply to multi-account setups.
Note that AWS treats all member accounts in an organization as a single account for the purpose of calculating volume discounts.
This explains the mechanism of cost saving through volume tier aggregation.

Key Concept

Consolidated Billing and Volume Pricing in AWS Organizations
Estimated Time:1m 30s
Question 1379Question

A global e-commerce company is deploying its customer-facing shopping portal on AWS. The system architecture must ensure that the web servers are resilient to localized disaster events, such as a power grid failure or flooding in a specific facility. Additionally, the company needs to cache product images and media files closer to shoppers around the world to ensure fast page load times. Which of the following AWS Global Infrastructure components should the company utilize to meet these requirements? (Select TWO)

Select all that apply

Show answer & explanation

Answer: Availability Zones to host redundant application servers across isolated locations with independent power and cooling.; Edge Locations to cache static product images and media files closer to shoppers globally.

Answer

The company should use Availability Zones to achieve localized fault tolerance and Edge Locations to cache content globally for reduced latency.
Availability Zones provide physical isolation and redundancy (independent power, cooling, and networking) within an AWS Region, ensuring that web servers are protected from localized disasters. Edge Locations cache static content (like product images) closer to global end-users, reducing latency for shoppers worldwide.

Step-by-Step Solution

1
Analyze the high-availability requirement for local disaster recovery.
Identify that the system needs to run in physically isolated data centers with independent power, cooling, and networking within a geographic area to survive localized failures.
This matches the definition and purpose of AWS Availability Zones.
2
Analyze the low-latency content caching requirement for global users.
Identify that a content delivery network utilizing regional edge caches is needed to store static media close to global end-users.
This matches the definition and purpose of AWS Edge Locations.

Key Concept

AWS Global Infrastructure components (Regions, Availability Zones, Edge Locations) and their distinct architectural roles.
Estimated Time:1m 30s
Question 1380Question

A company is deploying a global web application. They need to route user traffic to the closest geographical endpoint to minimize latency and cache static content at edge locations worldwide. Which two AWS network and content delivery services should the company use to meet these requirements? (Select TWO.)

Select all that apply

Show answer & explanation

Answer: Amazon CloudFront; Amazon Route 53

Answer

Amazon CloudFront and Amazon Route 53
Amazon CloudFront acts as a content delivery network that stores cached copies of static assets closer to users at edge locations, significantly reducing latency. Amazon Route 53 is a DNS service that can direct users dynamically to the nearest application endpoint using latency-based routing policies.

Step-by-Step Solution

1
Identify the requirement for caching static content globally to minimize latency.
Amazon CloudFront is selected because it uses a global network of edge locations to cache and deliver content closer to users.
CloudFront is the primary AWS content delivery network service designed for caching.
2
Identify the requirement for routing global traffic based on user location.
Amazon Route 53 is selected because it supports latency-based and geolocation routing policies.
Route 53 is the AWS domain name service capable of intelligent routing to the closest endpoint.

Key Concept

AWS Network and Content Delivery services work together to optimize global user access via DNS routing and edge caching.
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