Add last ns-3 logs and update paper

2019-Mascots.org

@@ -6,6 +6,7 @@
 #+LATEX_CLASS: IEEEtran
 #+LATEX_HEADER: \usepackage{hyperref}
 #+LATEX_HEADER: \usepackage{booktabs}
+#+LATEX_HEADER: \usepackage{subfigure}
 #+LATEX_HEADER: \usepackage{graphicx}
 #+LATEX_HEADER: \IEEEoverridecommandlockouts 
 #+LATEX_HEADER: \author{\IEEEauthorblockN{1\textsuperscript{st} Anne-Cécile Orgerie}
@@ -78,16 +79,27 @@ component, formatting, style, styling, insert
    
    #+BEGIN_EXPORT latex
    \begin{table}[]
-   \centering
-   \caption{Wifi Energy Values}
-   \label{tab:wifi-energy}
-   \begin{tabular}{@{}lr@{}}
-   Parameter      & Value  \\ \midrule
-   Supply Voltage & 3.3V   \\
-   Tx             & 0.38A  \\
-   Rx             & 0.313A \\
-   Idle           & 0.273A \\ \bottomrule
-   \end{tabular}
+     \centering
+     \caption{Simulations Energy Parameters}
+     \label{tab:wifi-energy}
+     \subtable[Wifi]{
+       \begin{tabular}{@{}lr@{}}
+         Parameter      & Value  \\ \midrule
+         Supply Voltage & 3.3V   \\
+         Tx             & 0.38A  \\
+         Rx             & 0.313A \\
+         Idle           & 0.273A \\ \bottomrule
+     \end{tabular}}
+     \hspace{0.3cm}
+     \subtable[Network]{
+       \label{tab:net-energy}
+       \begin{tabular}{@{}lr@{}}
+         Parameter  & Value \\ \midrule
+         Idle       & 1J            \\ 
+         Bytes (Tx/Rx)  & 3.4nJ           \\ 
+         Pkt (Tx/Rx)    & 192.0nJ         \\ \bottomrule
+       \end{tabular}
+     }
    \end{table}
    #+END_EXPORT
 
@@ -103,20 +115,6 @@ component, formatting, style, styling, insert
    energy values used to instantiate the ECOFEN energy model for the network part are shown in Table
    \ref{tab:net-energy} and come from previous work \cite{cornea_studying_2014-1}.
 
-   #+BEGIN_EXPORT latex
-   \begin{table}[]
-     \centering
-     \caption{Network Part Energy Settings}
-     \label{tab:net-energy}
-     \begin{tabular}{@{}lr@{}}
-       Parameter  & Value \\ \midrule
-       Idle       & 1J            \\ 
-       Bytes (Tx/Rx)  & 3.4nJ           \\ 
-       Pkt (Tx/Rx)    & 192.0nJ         \\ \bottomrule
-     \end{tabular}
-   \end{table}  
-   #+END_EXPORT
-
 ** Cloud Part
    Finally, to measure the energy consumption of the server, we used real server from the
    large-scale test-beds Grid5000 (G5K). In fact, G5K has a cluster called Nova composed of several
@@ -151,13 +149,13 @@ component, formatting, style, styling, insert
    #+END_EXPORT
 
 
-   The number of sensors it the dominant factor that leverage the energy consumption of the
+   The number of sensors is the dominant factor that leverage the energy consumption of the
    IoT/Network part. Therefore, we varied the number of sensors in the Wifi cell to analyze its
    impact. The figure \ref{fig:sensorsNumber} represents the energy consumption of each simulated
    part. It is clear that the energy consume by the network is the dominant part. However, since the
    number of sensors is increasing the energy consume by the network will become negligible face to
-   the energy consume by the sensors.
-   
+   the energy consume by the sensors. In fact, deploying new sensors in the cell do not introduce
+   much network load. To this end, sensors energy consumption is dominant.
    
     #+BEGIN_EXPORT latex
     \begin{figure}
@@ -168,6 +166,19 @@ component, formatting, style, styling, insert
     \end{figure}
     #+END_EXPORT
 
+    Previous work \cite{li_end--end_2018} on similar scenario shows that increasing application
+    accuracy impact strongly the energy consumption for stream analysis.
+
+    #+BEGIN_EXPORT latex
+    \begin{figure}
+      \centering
+      \includegraphics[scale=0.4]{./plots/sendFrequency-energy.png}
+      \caption{Frequency}  
+      \label{fig:frequency}
+    \end{figure}
+    #+END_EXPORT
+    
+
 
 ** Cloud Energy Consumption
 *** Virtual Machine Size Impact
@@ -308,22 +319,25 @@ component, formatting, style, styling, insert
      logToCSV extract usefull data from logs and put them into logs/data.csv.
 
      #+NAME: NS3-logToCSV
-     #+BEGIN_SRC bash :results none
-       csvOutput="logs/data.csv"
+     #+BEGIN_SRC bash :results output
+       logsFolder="./logs/ns3/last/"
+       csvOutput="$logsFolder/data.csv"
 
        # First save csv header line
-       aLog=$(find logs/ -type f -name "*.org"|head -n 1)
+       aLog=$(find $logsFolder -type f -name "*.org"|head -n 1)
        metrics=$(cat $aLog|grep "\-METRICSLINE\-"|sed "s/-METRICSLINE-//g")
        echo $metrics | awk '{for(i=1;i<=NF;i++){split($i,elem,":");printf(elem[1]);if(i<NF)printf(",");else{print("")}}}' > $csvOutput
 
        # Second save all values
-       for logFile in $(find logs/ -type f -name "*.org")
+       for logFile in $(find $logsFolder -type f -name "*.org")
        do
            metrics=$(cat $logFile|grep "\-METRICSLINE\-"|sed "s/-METRICSLINE-//g")
            echo $metrics | awk '{for(i=1;i<=NF;i++){split($i,elem,":");printf(elem[2]);if(i<NF)printf(",");else{print("")}}}' >> $csvOutput
        done
      #+END_SRC
 
+     #+RESULTS: NS3-logToCSV
+
 
 
    
@@ -331,6 +345,10 @@ component, formatting, style, styling, insert
    
 **** Custom Plots
 
+
+
+
+     Effect of sensors position on app delay
      #+BEGIN_SRC R :noweb yes :results graphics :file plots/sensorsPosition-delayenergy.png
        <<NS3-RUtils>>
        simTime=1800
@@ -598,11 +616,37 @@ component, formatting, style, styling, insert
 *** Final Plots
 
 
+    Figure 
+    #+BEGIN_SRC R :noweb yes :results graphics :file plots/sendFrequency-energy.png
+      <<NS3-RUtils>>
+      simTime=1800
+      tr=171
+
+
+      cbPalette <- c("#00AFBB", "#E7B800", "#FC4E07","#0abb00")
+      # Load Data
+       data=read_csv("logs/ns3/last/data.csv")
+       data=data%>%mutate(energy=totalEnergy/simTime)
+
+      data=data%>%filter(simKey=="SENDINTERVAL",sensorsNumber==15) 
+
+      ggplot(data,aes(y=energy,x=sensorsSendInterval))+xlab(getLabel("sensorsSendInterval"))+ylab(getLabel("Sensors And Network Energy Consumption (W)"))+
+      geom_line()+geom_point()+expand_limits(y=c(0,50)) +theme_bw() +  scale_fill_manual(values=cbPalette) +   scale_colour_manual(values=cbPalette)+guides(color=guide_legend(title="Curves"))+
+      theme(axis.title.y.right = element_text(margin = margin(t = 0, r = -12, b = 0, l = 7)))
+      
+      ggsave("plots/sendFrequency-energy.png",dpi=80, width=3, height=3)
+    #+END_SRC
+
+    #+RESULTS:
+    [[file:plots/sendFrequency-energy.png]]
+
+
+
     Figure Sensors Position ~ Energy/Delay
     #+BEGIN_SRC R :noweb yes :results graphics :file plots/sensorsPosition-delayenergy.png
       <<NS3-RUtils>>
       simTime=1800
-
+      tr=171
 
 
       cbPalette <- c("#00AFBB", "#E7B800", "#FC4E07","#0abb00")
@@ -610,8 +654,11 @@ component, formatting, style, styling, insert
        data=read_csv("logs/ns3/last/data.csv")
        data=data%>%mutate(sensorsEnergyW=sensorsEnergy/simTime)
 
-      data%>%filter(simKey=="SENSORSPOS",sensorsNumber==10) %>% ggplot(aes(y=sensorsEnergyW,x=positionSeed,color="Energy"))+xlab(getLabel("Sensors Position Seed"))+ylab(getLabel("Sensors Energy Consumption (W)"))+
-      geom_line()+geom_point()+geom_line(aes(y=(avgDelay+5),color="Delay"))+geom_point(aes(y=(avgDelay+5),color="Delay"))+expand_limits(y=c(0,15))+scale_y_continuous(sec.axis = sec_axis(~.-5, name = "Application Delay (s)")) +theme_bw() +  scale_fill_manual(values=cbPalette) +   scale_colour_manual(values=cbPalette)+guides(color=guide_legend(title="Curves"))
+      data%>%filter(simKey=="SENSORSPOS",sensorsNumber==9) %>% ggplot(aes(y=sensorsEnergyW,x=positionSeed,color="Energy"))+xlab(getLabel("Sensors Position Seed"))+ylab(getLabel("Sensors Energy Consumption (W)"))+
+      geom_line()+geom_point()+geom_line(aes(y=(avgDelay-tr),color="Delay"))+geom_point(aes(y=(avgDelay-tr),color="Delay"))+expand_limits(y=c(0,15))+
+      scale_y_continuous(sec.axis = sec_axis(~.+tr, name = "Application Delay (s)")) +theme_bw() +  scale_fill_manual(values=cbPalette) +   scale_colour_manual(values=cbPalette)+guides(color=guide_legend(title="Curves"))+
+      theme(axis.title.y.right = element_text(margin = margin(t = 0, r = -12, b = 0, l = 7)))
+      
       ggsave("plots/sensorsPosition-delayenergy.png",dpi=80, width=4, height=3.2)
     #+END_SRC
 
@@ -656,6 +703,8 @@ component, formatting, style, styling, insert
 
 
 
+
+
      #+BEGIN_SRC R :noweb yes :results graphics :file plots/final.png :session *R*
        library("tidyverse")
 

logs/data.csv

@@ -89,6 +89,141 @@ sensorsSendInterval,sensorsPktSize,sensorsNumber,nbHop,linksBandwidth,linksLaten
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 10,5,1,10,10,4,1188.08,6,11,0.218504,3.29,LATENCY
 10,5,12,8,10,2,1541.81,72,20,0.0990603,3.29,NBHOP
@@ -448,3 +583,404 @@ sensorsSendInterval,sensorsPktSize,sensorsNumber,nbHop,linksBandwidth,linksLaten
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