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A company runs a Java-based job on an Amazon EC2 instance. The job runs every hour and takes 10 seconds to run. The job runs on a scheduled interval and consumes 1 GB of memory. The CPU utilization of the instance is low except for short surges during which the job uses the maximum CPU available. The company wants to optimize the costs to run the job.
A company stores data for multiple business units in a single Amazon S3 bucket that is in the company'spayer AWS account. To maintain data isolation, the business units store data in separate prefixes in the S3bucket by using an S3 bucket policy.The company plans to add a large number of dynamic prefixes. The company does not want to rely on asingle S3 bucket policy to manage data access at scale. The company wants to develop a secure accessmanagement solution in addition to the bucket policy to enforce prefix-level data isolation.
A company wants to create a long-term storage solution that will allow users to upload terabytes of imagesand videos. The company will use the images and videos to train machine learning (ML) models. The storagesolution must be scalable and cost-optimized.Which solution will meet these requirements?
A company wants to run a hybrid workload for data processing. The data needs to be accessed by on-premisesapplications for local data processing using an NFS protocol, and must also be accessible from the AWSCloud for further analytics and batch processing.Which solution will meet these requirements?
A company hosts its applications in multiple private and public subnets in a VPC. The applications in the private subnets need to access an API. The API is available on the internet and is hosted in the company's onpremises data center. A solutions architect needs to establish connectivity for applications in the private subnets.Which solution will meet these requirements MOST cost-effectively?
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