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August 26, 2025Future InternetOpen Access

Benchmarking IoT Simulation Frameworks for Edge–Fog–Cloud Architectures: A Comparative and Experimental Study

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Authors

FBFatima BendaouchHZHayat ZaydiSMSafae Merzouk

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Overview

Comparative analysis identifies trade-offs in energy modeling, latency, and scalability across IoT simulators.

Key Points

  • FogNetSim++ reduces loop latency by 48%, demonstrating its efficiency in managing data under heavy load.
  • iFogSim2 consumes up to 80% less energy, making it a valuable option for resource-constrained scenarios.
  • Thirteen open-source simulators were analyzed for functional, technical, and operational features in IoT architectures.
  • This analysis highlights trade-offs between performance stability and system resilience in IoT simulations.

Cite This Study

Bendaouch et al. (2025) studied this question.

synapsesocial.com/papers/68af6210ad7bf08b1eae3528https://doi.org/10.3390/fi17090382
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Also Consider

Synapse has enriched 4 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1A review on fog computing: Issues, characteristics, challenges, and potential applications2023 · 196 citations
  2. 2Edge Computing and Cloud Computing for Internet of Things: A Review2024 · 185 citations
  3. 3Advancements and Challenges in IoT Simulators: A Comprehensive Review2024 · 64 citations
  4. 4PureEdgeSim: A simulation framework for performance evaluation of cloud, edge and mist computing environments2020 · 66 citations