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Home / programming language / Online Java Projects / Workload modeling for resource usage analysis and simulation in cloud computing
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Workload modeling for resource usage analysis and simulation in cloud computing

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SKU: PROJ8395 Categories: 2018-2019 Projects, Cloud Computing Projects, Online Java Projects Tags: Android Project, Asp.Net Project, C# Project, Computer Engineering Final Year Projects, Computer Science Final Year Projects, Electronics Projects Engineering Students Final Year, Engineering Student Project Ideas, Final Semester Projects, Final Year Project Center, Final Year Projects, ieee ECE Projects, ieee EEE Projects, ieee Final Year Projects, IEEE Projects, ieee Projects Networking, Image Processing Projects, J2EE Project, Java Project, Matlab Project, PHP Project, Students Projects
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Workload modeling for resource usage analysis and simulation in cloud computing

Abstract-In the first place, workload modeling enables performance analysis and simulation of cloud resource management policies, which allows cloud providers to improve their systems’ Quality of Service (QoS) and researchers to evaluate new policies without deploying expensive large scale environments. However, workload modeling is challenging in the context of cloud computing due to the virtualization layer overhead, insufficient tracelogs available for analysis, and complex workloads. In addition, these factors contribute to a lack of methodologies and models to characterize applications hosted in the cloud. To tackle the above issues, here propose a web application model to capture the behavioral patterns of different user profiles and to support analysis and simulation of resources utilization in cloud environments. A model validation was performed using graphic and statistical hypothesis methods. Finally, an implementation of our model is provided as an extension of the CloudSim simulator.

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