Modelling Energy Consumption of IoT Devices in DISSECT-CF-Fog

Andras Markus, Attila Kertesz

Abstract

The continuously evolving information technology carries requirements to foster cost, resource and energy-aware systems. The Internet of Things is considered as one of the most trending technology, which is often coupled with Cloud or Fog Computing resources that manage the possibly big data generated by smart devices in an effective way. To reduce the carbon footprint of such IoT-Fog-Cloud infrastructures, planning and optimisation of their energy consumption is necessary to realise sustainable solutions. It is also inevitable to use simulation in the design phase of such complex systems, hence it would by hardly feasible and rather costly to evaluate numerous settings effecting the energy use. In this paper, we design an IoT energy model based on real world measurements, and propose an extension of the energy model of the DISSECT-CF-Fog simulator to enable the energy usage monitoring of complex, IoT-Fog-Cloud infrastructures. We also present a validation of the extension with a weather forecasting use case to exemplify its configuration possibilities that meet the design requirements of the energy sector.

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Paper Citation


in Harvard Style

Markus A. and Kertesz A. (2021). Modelling Energy Consumption of IoT Devices in DISSECT-CF-Fog. In Proceedings of the 11th International Conference on Cloud Computing and Services Science - Volume 1: CLOSER, ISBN 978-989-758-510-4, pages 320-327. DOI: 10.5220/0010500003200327


in Bibtex Style

@conference{closer21,
author={Andras Markus and Attila Kertesz},
title={Modelling Energy Consumption of IoT Devices in DISSECT-CF-Fog},
booktitle={Proceedings of the 11th International Conference on Cloud Computing and Services Science - Volume 1: CLOSER,},
year={2021},
pages={320-327},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0010500003200327},
isbn={978-989-758-510-4},
}


in EndNote Style

TY - CONF

JO - Proceedings of the 11th International Conference on Cloud Computing and Services Science - Volume 1: CLOSER,
TI - Modelling Energy Consumption of IoT Devices in DISSECT-CF-Fog
SN - 978-989-758-510-4
AU - Markus A.
AU - Kertesz A.
PY - 2021
SP - 320
EP - 327
DO - 10.5220/0010500003200327