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Thesis Topic: Proactive Cache Architecture. My thesis, supervised by Dr. Gil Einzinger and Dr. Gabriel Scalosub, involves designing a new Cache Replacement Policy Algorithm. We define a new perspective on object storage memory and object size, analyze and reconstruct various traces and build a simulator environment using the Caffeine library.