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Difficulty: MediumDefine the benefits of the AWS Cloud

A startup in the agriculture technology sector wants to test a new machine learning model for crop yield prediction. The development team needs to provision several GPU-enabled virtual servers to run experiments over the weekend, with the plan to terminate them immediately afterward. Instead of waiting weeks to procure and configure physical hardware on-premises, they deploy these instances on AWS within minutes. Which benefit of the AWS Cloud does this scenario directly illustrate?

  1. A
    Stop guessing capacity
  2. B
    Trade capital expense for variable expense
  3. Increase speed and agilityAnswer
  4. D
    Benefit from massive economies of scale

Answer

Increase speed and agility
The benefit of increasing speed and agility in the AWS Cloud allows developers to access new IT resources in minutes rather than weeks. This dramatically reduces the time and cost required to deploy and run experiments, enabling organizations to innovate faster.

Step-by-Step Solution

1
Analyze the core business challenge in the scenario
The startup needs to quickly provision GPU-enabled virtual servers to run short-term machine learning experiments without waiting weeks for hardware procurement.
Understanding the primary motivation (reducing deployment time for testing) helps map it to the correct cloud benefit.
2
Evaluate the options against AWS Cloud benefits
The AWS Cloud benefit that emphasizes reducing the time it takes to make resources available to developers from weeks to minutes is 'Increase speed and agility'.
This benefit directly supports rapid experimentation and development velocity.

Key Concept

Increase speed and agility allows organizations to provision resources in minutes, reducing the cost and time required for experimentation.
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Define the benefits of the AWS Cloud

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