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Zorluk: ZorAWS Compute Services

An enterprise is planning to deploy two different applications on AWS:

* A batch processing workload for machine learning model training that is highly fault-tolerant, can be paused and resumed, and must run at the absolute lowest cost.
* A containerized web API that experiences unpredictable traffic spikes, where the operations team wants to focus on container deployment without provisioning or managing any underlying servers.

Which combination of AWS compute solutions will fulfill these requirements? (Select TWO.)

  1. Amazon EC2 Spot Instances to run the batch processing workloadCevap
  2. AWS Fargate to run the containerized web APICevap
  3. C
    Amazon EC2 Dedicated Hosts to run the batch processing workload
  4. D
    Amazon Elastic Container Service (Amazon ECS) with the Amazon EC2 launch type to run the containerized web API

Cevap

The company should use Amazon EC2 Spot Instances for the batch processing workload to minimize costs, and AWS Fargate to run the containerized web API without server management.
The correct options are the ones recommending Amazon EC2 Spot Instances and AWS Fargate. Amazon EC2 Spot Instances leverage spare capacity for significant cost savings on workloads that can tolerate interruption, while AWS Fargate provides a serverless compute engine for containers, eliminating the administrative overhead of managing underlying virtual machines.

Adım Adım Çözüm

1
Analyze the batch processing workload requirements (fault-tolerant, can be paused/resumed, lowest cost).
Amazon EC2 Spot Instances are identified as the ideal pricing model due to steep discounts and tolerance for interruption.
Spot Instances offer up to 90% savings for workloads that can be interrupted.
2
Analyze the containerized web API requirements (container-based, unpredictable traffic, no server management).
AWS Fargate is identified as the container execution environment.
Fargate provides serverless compute for containers, removing the need to manage EC2 instances.

Anahtar Kavram

Selecting appropriate AWS compute services and pricing models based on workload characteristics.
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