Merge branch 'master' of gitlab.inria.fr:lguegan/paper-lowrate-iot

2019-ICA3PP.org

@@ -1,4 +1,4 @@
-#+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:       Loic Guegan and
-#+LATEX_HEADER:       Anne-Cécile Orgerie\inst{2},\\  
+#+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: }
 
 
@@ -44,14 +44,15 @@ we propose an end-to-end energy consumption model for these devices.
 * Introduction 
 In 2018, Information and Communication Technology (ICT) was estimated
 to absorb around 3% of the global energy consumption
-\cite{ShiftProject}. This consumption grows at a rate of 9% per year
+\cite{ShiftProject}. This consumption is estimated to grow at a rate
-\cite{ShiftProject}. This alarming increase is explained by the fast
+of 9% per year \cite{ShiftProject}. This alarming growth is explained
-emergence of numerous new applications and new ICT devices. These
+by the fast emergence of numerous new applications and new ICT
-devices supply services for smart building, smart factories and smart
+devices. These devices supply services for smart building, smart
-cities for instance, allowing for optimized decisions. All these
+factories and smart cities for instance, providing optimized decisions
-connected devices constitute the Internet of Things (IoT): connected
+based on data produced by smart devices. All these connected devices
-devices with sensors producing data, actuators interacting with their
+constitute the Internet of Things (IoT): connected devices with
-environment and communication means.
+sensors producing data, actuators interacting with their environment
+and communication means. 
  
 This increase in number of devices implies an increase in the energy
 needed to manufacture and utilize all these devices. Yet, the overall energy
@@ -134,9 +135,46 @@ this work and presents future work.
 
 * Related Work 
 #+LaTeX: \label{sec:sota}
-Smart industry \cite{Wang2016}
+** Energy consumption of IoT devices
+Smart apps and devices everywhere
+
+Smart industry \cite{Wang2016} : archi with sensing devices, cloud
+server, user applications and networks
+
+IoT archi : devices, gateways, fog and clouds \cite{Samie2016}
+
 Smart cities \cite{Ejaz2017}
-* Use-Case 
+
+Smart building \cite{Minoli2017}
+
+home automation, smart agriculture, eHealth, logistics, smart grids
+
+product life-cycle energy management \cite{Tao2016}
+
+
+focusing on access network technologies \cite{Gray2015}, 
+
+improving device transmission \cite{Andres2017}
+
+modeling the energy consumption of WSN devices \cite{Martinez2015} or
+the WiFi transmission \cite{ns3-energywifi}
+
+on organizing wireless sensor communications to increase the network
+lifetime \cite{Wang2016}
+
+CO2 impact of IoT and fog computing architectures vs Cloud
+\cite{Sarkar2018} 
+
+
+Fog archi to use more renewable energy \cite{li_end--end_2018} or
+reduce communication costs \cite{jalali_fog_2016}
+
+** Energy consumption of network and cloud infrastructures
+net models 
+server models + VM sharing
+
+
+* Characterization of low-bandwidth IoT applications
 #+LaTeX: \label{sec:usec}
 
 
@@ -156,7 +194,7 @@ Smart cities \cite{Ejaz2017}
 
    #+END_COMMENT
 
-
+   
     #+BEGIN_EXPORT latex
     \begin{figure}
       \centering
@@ -179,17 +217,17 @@ 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
+  Our system model is divided in three parts. First, the IoT and the network parts are modeled through
-  simulations. Then, the Cloud part is model using real servers connected to watt-meters. In this way,
+  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
+   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
+   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
+   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

references.bib

@@ -2432,23 +2432,13 @@ pages={2818-2823},
 } 
 
 
-@inproceedings{Samie:2016:ITE:2968456.2974004,
+@inproceedings{Samie2016,
  author = {Samie, Farzad and Bauer, Lars and Henkel, J\"{o}rg},
  title = {IoT Technologies for Embedded Computing: A Survey},
  booktitle = {IEEE/ACM/IFIP International Conference on Hardware/Software Codesign and System Synthesis (CODES)},
  year = {2016},
 }
 
-@ARTICLE{7785890,
-author={K. {Wang} and Y. {Wang} and Y. {Sun} and S. {Guo} and J. {Wu}},
-journal={IEEE Communications Magazine},
-title={{Green Industrial Internet of Things Architecture: An Energy-Efficient Perspective}},
-year={2016},
-volume={54},
-number={12},
-pages={48-54},
-}
-
 
 @ARTICLE{Sarkar2018,
 author={S. {Sarkar} and S. {Chatterjee} and S. {Misra}},
@@ -2484,4 +2474,11 @@ month = Oct,
 howpublished = {https://theshiftproject.org/article/pour-une-sobriete-numerique-rapport-shift/}
 }
 
-
+@article{Tao2016,
+title = {{Internet of Things in product life-cycle energy management}},
+journal = "Journal of Industrial Information Integration",
+volume = "1",
+pages = "26 - 39",
+year = "2016",
+author = "Fei Tao and Yiwen Wang and Ying Zuo and Haidong Yang and Meng Zhang",
+}