Study of Simulation Tools for Various Computing Paradigms: Cloud-Fog-Edge

Author(s)	Dr. Anu HINDI, Jyoti Yadav
Country	India
Abstract	The transition from cloud to edge is an intricate and extremely dense scenario. The cloud has an abundance of available resources., whereas, at the edge, they are extremely limited. Because of this complexity, it is necessary to employ reliable simulators to evaluate and assess the performance of innovative mechanisms, as these mechanisms cannot be evaluated in real-world environments. As a result, simulation is a viable option for conducting exploratory tests before making an investment in high-priced and technically advanced real-world testbeds. This research compares and contrasts several different modeling methods, focusing on the betterment of the future. Researchers and developers can benefit from this studys analysis and review of Cloud-Fog-Edge computing simulators by testing out different scenarios and dealing with real-world problems before committing to a certain simulation tool for their research.
Keywords	Simulator, Cloud, Fog, Edge, IoT
Field	Computer > Network / Security
Published In	Volume 8, Issue 1, January-February 2026
Published On	2026-01-25
DOI	https://doi.org/10.36948/ijfmr.2026.v08i01.66125

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International Journal For Multidisciplinary Research