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Video: A company runs a critical data analysis job every aws video

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A company runs a critical data analysis job every Friday evening. The job processes large datasets and requires at least 2 hours to complete without interruptions. The job is stateful and needs reliable compute resources. The company wants to minimize operational overhead while ensuring the job runs as scheduled. Which solution will meet these requirements?