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You are an ML engineer at a data-analytics company tasked with training a deep-learning model on a large, computationally intensive dataset. The training job can tolerate interruptions and may run for hours or days depending on compute availability. Because the company has a limited cloud budget, you must minimize costs. Which approach is MOST suitable for running this training job?