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AI-Powered-Memory-Manager An Operating Systems project to reduce page faults using Predictive AI-based Page Replacement.
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Project Overview This project is an Operating Systems(OS) simulation that demonstrates how AI-powered page replacement can reduce page faults in memory management.
Traditional algorithms like FIFO and LRU have limitations. Our approach integrates an AI Predictor to make smarter page replacement decisions.
- Objectives
- Implement a Memory Simulator for page requests.
- Compare FIFO, LRU, and AI-based predictive replacement.
- Measure page fault rate, execution time, and memory utilization.
- Show how AI can reduce page faults in real systems. 4196aa49559cf8702747b2e9b9bcdc5f0489fc44