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Provide a case study where the choice of algorithm had a significant impact on the performance of a system. What algorithm(s) were considered, and why

Provide a case study where the choice of algorithm had a significant impact on the performance of a system. What algorithm(s) were considered, and why was the chosen one the most suitable?

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