AWS Certified Solutions Architect Professional SAP-C02 Practice Question

A financial-services firm is migrating its on-premises Monte-Carlo risk-analysis workload to AWS. Each simulation launches 500 c7i.16xlarge Amazon EC2 Spot instances in a single Availability Zone. The application must mount a POSIX-compatible shared file system from every instance, deliver sub-millisecond latency and hundreds of thousands of IOPS during a 30-minute processing window, and store 150 TB of input data plus 40 TB of results per run. When a simulation finishes, both the input dataset and the output files must be durably stored in an existing Amazon S3 bucket without any manual copy or synchronization jobs. The team wants the lowest operational overhead and does not want to provision or manage file servers. Which AWS solution will meet these requirements?

  • Create a Regional Amazon EFS file system with provisioned throughput, enable Lifecycle Management to move cold data to EFS-IA, and use AWS DataSync to copy data between EFS and the S3 bucket.

  • Deploy an NFS server cluster on Amazon EC2 backed by striped gp3 volumes, and trigger an AWS Lambda function via Amazon EventBridge to copy files to the S3 bucket when jobs complete.

  • Create an Amazon FSx for Lustre file system linked to the S3 bucket with automatic import and export enabled, and mount the file system on all simulation instances.

  • Provision a Multi-Attach io2 Amazon EBS volume, mount it on each instance by using a clustered file system, and archive simulation data to the S3 bucket with an S3 Batch Operations job.

AWS Certified Solutions Architect Professional SAP-C02
Accelerate Workload Migration and Modernization
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