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View Code? Open in Web Editor NEWConducted extensive inter-disciplinary research between Operating Systems and Data Mining to simulate an operating system that improves the hit-to-miss ratio by predicting users’ behavior The algorithm adheres to the logic of the Optimal Page Replacement (OPT) algorithm. It takes into consideration the near-future requirements of the pages by tracking the user's activity and evicts pages that will not be required any sooner. The algorithm improved the hit-to-miss ratio by 78% in simulations. The following code provides a simulation of an operating system running with IPRA.