Four jobs ago I worked on a search engine for a large national sales company. They'd sparingly ran TV ads. When they ran a TV ad their traffic would 10x immediately then a mild smooth increase over the next month or so. Would it have made sense for them to operate on prem machines that could handle their peak capacity, when they only needed their peak for hours per week?