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#+TITLE: Estimating the end-to-end energy consumption of IoT devices along with their impact on Cloud and telecommunication infrastructures
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#+TITLE: Estimating the end-to-end energy consumption of low-bandwidth IoT applications for WiFi devices
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#+EXPORT_EXCLUDE_TAGS: noexport
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#+STARTUP: hideblocks
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#+LATEX_HEADER: \usepackage{graphicx}
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#+LATEX_HEADER: \usepackage{xcolor}
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#+LATEX_HEADER: \author{
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#+LATEX_HEADER: Loic Guegan\inst{1},
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#+LATEX_HEADER: Anne-Cécile Orgerie\inst{2},\\
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#+LATEX_HEADER: Loic Guegan and
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#+LATEX_HEADER: Anne-Cécile Orgerie\\
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#+LATEX_HEADER: }
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#+LATEX_HEADER: \institute{Univ Rennes, Inria, CNRS, IRISA, Rennes, France\\
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#+LATEX_HEADER: Emails: anne-cecile.orgerie@irisa.fr\inst{1}, loic.guegan@irisa.fr\inst{2}
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#+LATEX_HEADER: Emails: loic.guegan@irisa.fr, anne-cecile.orgerie@irisa.fr
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#+LATEX_HEADER: }
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@ -134,9 +134,16 @@ this work and presents future work.
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* Related Work
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#+LaTeX: \label{sec:sota}
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** Energy consumption of IoT applications
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Smart apps and
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Smart industry \cite{Wang2016}
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Smart cities \cite{Ejaz2017}
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* Use-Case
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** Energy consumption of network and cloud infrastructures
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net models
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server models + VM sharing
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* System characterization
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#+LaTeX: \label{sec:usec}
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@ -179,17 +186,17 @@ Smart cities \cite{Ejaz2017}
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\end{figure}
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#+END_EXPORT
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* System Model
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* Experimental setup
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#+LaTeX: \label{sec:model}
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The system model is divided in two parts. First, the IoT and the Network part are models through
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simulations. Then, the Cloud part is model using real servers connected to watt-meters. In this way,
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Our system model is divided in three parts. First, the IoT and the network parts are modeled through
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simulations. Then, the Cloud part is modeled using real servers connected to wattmeters. In this way,
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it is possible to evaluate the end-to-end energy consumption of the system.
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** IoT Part
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In the first place, the IoT part is composed of several sensors connected to an Access Point (AP)
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which forms a cell. This cell is model using the ns-3 network simulator. Consequently, we setup
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between 5 and 15 sensors connected to the AP using WIFI 5GHz 802.11n. The node are placed
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randomly in a rectangle of 400m2 around the AP which corresponds to a typical real use case. All
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which form a cell. This cell is evaluated using the ns-3 network simulator. Consequently, we setup
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between 5 and 15 sensors connected to the AP using WiFi 5GHz 802.11n. The node are placed
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randomly in a rectangle of $400m^2$ around the AP which corresponds to a typical real use case. All
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the cell nodes are setup with the default WIFI energy model provided by ns-3. The different
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energy values used by the energy model are provided on Table \ref{tab:wifi-energy}. These energy
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were extracted from previous work\cite{halperin_demystifying_nodate,li_end--end_2018} on
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2019-ICA3PP.pdf
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