Effectivity Score of Simulation Tools towards Modelling Design in Internet-of-Things

Rapate, Gauri Sameer; Naveen, N C

doi:10.14569/ijacsa.2022.0130520

Cited by 1 publication

(2 citation statements)

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“…The following discussion underscores key challenges affiliated with existing IoT simulators which must be rectified in the future. Upon examination of IoT simulators and prevailing research trends, it becomes evident that there exist numerous contributing factors and unresolved research problems [2], [3], [4], [5], [41]. This section puts a spotlight on the research gap present in current IoT simulators in general and ITS in particular.…”

Section: Open Challengesmentioning

confidence: 99%

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Evaluation and Challenges of IoT Simulators for Intelligent Transportation System Applications

Khattak,

Khan

2023

Sci. Eng. Technol.

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The Internet-of-Things (IoT) constructs a vast, intricate, and perpetually evolving ecosystem exerting profound societal implications. This labyrinthine nature often culminates in errors that directly impact human lives. A significant domain where this complexity materializes is Intelligent Transportation Systems (ITS). Present tools and methodologies inadequately accommodate the complex task of testing and validation, underscoring the urgency for comprehensive review and enhancement. This study aims to present a broad analysis of existing simulators utilized for ITS simulations. It delves into the role and effectiveness of such simulation tools, highlighting their limitations and proposing research directions. This paper scrutinizes both commercial and research-oriented IoT simulators for ITS, evaluating their features and simulation environment tools. We have detailed various ITS scenarios simulated within these frameworks, intending to gauge their readiness for real-world ITS applications and to elaborate on the challenges involved in ITS infrastructure implementation. The findings suggest that despite numerous simulators aiding the evolution of solutions for IoT challenges in recent years, their utility in actual ITS implementations remain uncertain. Consequently, we explore public cloud platforms offering IoT simulation capabilities, focusing particularly on the capabilities provided by the Amazon Web Services (AWS) IoT simulation for this study. Our research outlines the pressing challenges in this field, while proposing potential solutions and flagging opportunities for further research. This study paves the way towards improving the reliability and accuracy of IoT simulators in the context of ITS, which has immense potential to enhance the quality of human life.

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Section: Open Challengesmentioning

confidence: 99%

“…For instance, conventional simulators like iFogSim or CloudSim demonstrate proficiency in replicating specific scenarios, but grapple with the scalability required for larger, more intricate IoT systems. Such a limitation may hamper their capacity to accurately model and predict the performance of large-scale IoT systems [41].…”

Section: Open Challengesmentioning

confidence: 99%

Evaluation and Challenges of IoT Simulators for Intelligent Transportation System Applications

Khattak,

Khan

2023

Sci. Eng. Technol.

View full text Add to dashboard Cite

show abstract

Effectivity Score of Simulation Tools towards Modelling Design in Internet-of-Things

Cited by 1 publication

References 0 publications

Evaluation and Challenges of IoT Simulators for Intelligent Transportation System Applications

Evaluation and Challenges of IoT Simulators for Intelligent Transportation System Applications

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