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Simulation and comparative analysis of cloud computing architectures (centralized, distributed, hybrid) for l’Université Abdelmalek Essaadi using CloudSim, recommending the best fit for the university’s multi-campus environment.
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rhiminiaimane/UAESimulationCloudsim
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Université Abdelmalek Essaadi Cloud Computing Architecture Simulation ==================================================================== This project evaluates different cloud infrastructure architectures for the University Abdelmalek Essaadi (UAE) using CloudSim simulations. It simulates three scenarios: 1. Centralized datacenter model 2. Distributed datacenters across campuses 3. Hybrid model combining central, edge, and public cloud resources Each scenario considers a common workload of 300 virtual machines and ~1500 cloudlets to represent diverse university needs. Key features: - Simulation of realistic university cloud workloads per campus - Performance metrics: success rate, execution time, cloudlets-to-VM ratio - Comparative analysis to identify the optimal architecture University context: - 16 campuses over 5 cities (+ expansions) - Over 120,000 students and significant staff - Wide pedagogical and research activities requiring scalable cloud services Usage: - Requires Java 8+ and CloudSim - Compile and run each scenario separately (Java classes in package `org.cloudbus.cloudsim.examples.custom`) Results summary: - Centralized: best average execution time but uneven load distribution - Distributed: better load balancing, varied performance - Hybrid: most flexible and scalable, suited for university growth and diverse demands Recommended architecture: Hybrid model for best balance of local autonomy and scalable cloud power. For detailed results, see documentation and simulation logs. Author: Rhimini Aimane & El Annasi Imad Date: November 2025
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Simulation and comparative analysis of cloud computing architectures (centralized, distributed, hybrid) for l’Université Abdelmalek Essaadi using CloudSim, recommending the best fit for the university’s multi-campus environment.
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