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ORGERIE Anne-Cecile 2019-07-12 10:00:13 +02:00
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#+TITLE: Estimating the end-to-end energy consumption of IoT devices along with their impact on Cloud and telecommunication infrastructures
#+TITLE: Estimating the end-to-end energy consumption of low-bandwidth IoT applications for WiFi devices
#+EXPORT_EXCLUDE_TAGS: noexport
#+STARTUP: hideblocks
@ -10,11 +10,11 @@
#+LATEX_HEADER: \usepackage{graphicx}
#+LATEX_HEADER: \usepackage{xcolor}
#+LATEX_HEADER: \author{
#+LATEX_HEADER: Loic Guegan\inst{1},
#+LATEX_HEADER: Anne-Cécile Orgerie\inst{2},\\
#+LATEX_HEADER: Loic Guegan and
#+LATEX_HEADER: Anne-Cécile Orgerie\\
#+LATEX_HEADER: }
#+LATEX_HEADER: \institute{Univ Rennes, Inria, CNRS, IRISA, Rennes, France\\
#+LATEX_HEADER: Emails: anne-cecile.orgerie@irisa.fr\inst{1}, loic.guegan@irisa.fr\inst{2}
#+LATEX_HEADER: Emails: loic.guegan@irisa.fr, anne-cecile.orgerie@irisa.fr
#+LATEX_HEADER: }
@ -134,9 +134,16 @@ this work and presents future work.
* Related Work
#+LaTeX: \label{sec:sota}
** Energy consumption of IoT applications
Smart apps and
Smart industry \cite{Wang2016}
Smart cities \cite{Ejaz2017}
* Use-Case
** Energy consumption of network and cloud infrastructures
net models
server models + VM sharing
* System characterization
#+LaTeX: \label{sec:usec}
@ -179,17 +186,17 @@ Smart cities \cite{Ejaz2017}
\end{figure}
#+END_EXPORT
* System Model
* Experimental setup
#+LaTeX: \label{sec:model}
The system model is divided in two parts. First, the IoT and the Network part are models through
simulations. Then, the Cloud part is model using real servers connected to watt-meters. In this way,
Our system model is divided in three parts. First, the IoT and the network parts are modeled through
simulations. Then, the Cloud part is modeled using real servers connected to wattmeters. In this way,
it is possible to evaluate the end-to-end energy consumption of the system.
** IoT Part
In the first place, the IoT part is composed of several sensors connected to an Access Point (AP)
which forms a cell. This cell is model using the ns-3 network simulator. Consequently, we setup
between 5 and 15 sensors connected to the AP using WIFI 5GHz 802.11n. The node are placed
randomly in a rectangle of 400m2 around the AP which corresponds to a typical real use case. All
which form a cell. This cell is evaluated using the ns-3 network simulator. Consequently, we setup
between 5 and 15 sensors connected to the AP using WiFi 5GHz 802.11n. The node are placed
randomly in a rectangle of $400m^2$ around the AP which corresponds to a typical real use case. All
the cell nodes are setup with the default WIFI energy model provided by ns-3. The different
energy values used by the energy model are provided on Table \ref{tab:wifi-energy}. These energy
were extracted from previous work\cite{halperin_demystifying_nodate,li_end--end_2018} on

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