1 files changed, 0 insertions, 169 deletions
diff --git a/results/analysis2_scalability.R b/results/analysis2_scalability.R
deleted file mode 100644
index 585240a..0000000
--- a/results/analysis2_scalability.R
+++ /dev/null
@@ -1,169 +0,0 @@
-library("tidyverse")
-library("gridExtra")
-library("patchwork")
-library(RColorBrewer)
-
-data=read_csv("results.csv")    
-r_=function(x){round(x,digits=1)}
-color=function(){scale_fill_brewer(palette = "Accent")}
-color2=function(){scale_fill_brewer(palette = "Set2")}
-nolegend=function(){theme(legend.position="none")}
-simkeys=unique(data$simkey)
-nsimkeys=length(simkeys)
-s_=function(x){if(x<0){return("")}else{return("+")}}
-simkey_rename=function(key){
-    if(key=="hint")
-        return("Hints")
-    if(key=="baseline")
-        return("Baseline")
-    if(key=="extended")
-        return("Extended")
-    if(key=="hintandextended")
-        return("Hints+Extended")
-    return(key)
-}
-dformat=function(data){
-    data%>%rowwise()%>%mutate(simkey=simkey_rename(simkey))%>%mutate(wireless=ifelse(wireless=="lora","LoRa","NbIoT"))
-}
-g_legend <- function(a.gplot){ 
-    tmp <- ggplot_gtable(ggplot_build(a.gplot)) 
-    leg <- which(sapply(tmp$grobs, function(x) x$name) == "guide-box") 
-    legend <- tmp$grobs[[leg]] 
-    legend
-} 
-
-energy60=data%>%filter(wakeupfor==60)
-energy60Snd=energy60%>%filter(isSender==1)%>%group_by(simkey,wireless)%>%summarise(sd=sd(energy),energy=mean(energy),type="Sender")
-energy60Rcv=energy60%>%filter(isSender==0)%>%group_by(simkey,wireless)%>%summarise(sd=sd(energy),energy=mean(energy),type="Receiver")
-energy60=energy60Snd%>%ungroup()%>%rbind(energy60Rcv)
-energy60=energy60%>%mutate(sd_min=energy-sd,sd_max=energy+sd)%>%mutate(sd_min_txt=paste0("-",r_(sd_min)))%>%mutate(sd_max_txt=paste0("+",r_(sd_max)))
-energy60Baseline=energy60%>%filter(simkey=="baseline")%>%uncount(nsimkeys,.id="id")%>%mutate(simkey=simkeys[id])
-energy60=energy60%>%left_join(energy60Baseline,by=c("simkey","wireless","type"),suffix = c("","_baseline"))
-energy60=energy60%>%mutate(ovhd=energy*100/energy_baseline-100)
-energy60=energy60%>%rowwise()%>%mutate(ovhd_txt=paste0("(",s_(ovhd),r_(ovhd),"%)"))
-success60Snd=data%>%filter(wakeupfor==60)%>%filter(isSender!=0)%>%group_by(simkey,wireless,wakeupfor)%>%summarise(success_orig=mean(nSend),success=r_(mean(nSend)),type="Sender")
-success60Rcv=data%>%filter(wakeupfor==60)%>%filter(isSender!=0)%>%group_by(simkey,wireless,wakeupfor)%>%summarise(success_orig=mean(nSend),success=r_(mean(nSend)),type="Receiver")
-success60=rbind(success60Snd,success60Rcv)
-success60=success60%>%rowwise()%>%mutate(success_txt=paste0("[",success,"]"))
-energy60=energy60%>%left_join(success60)%>%rowwise()%>%mutate(infos=paste0(ovhd_txt,"\n{",r_(energy/success_orig),"}"))
-energy60=energy60%>%mutate(type=factor(type,levels = c("Sender","Receiver")))
-
-
-energy60P=ggplot(energy60%>%dformat,aes(x=simkey,y=energy,fill=type))+
-    geom_bar(colour="black", stat="identity",position=position_dodge())+
-    geom_errorbar(position=position_dodge(0.9),aes(ymin=energy-sd, ymax=energy+sd),width=0.3,size=1)+
-    geom_text(aes(label = r_(sd_max), y= sd_max),vjust=-0.4,position=position_dodge(0.9))+
-    geom_text(aes(label = r_(sd_min), y= sd_min),vjust=+1.5,position=position_dodge(0.9))+
-    geom_text(aes(label = paste0(r_(energy),"\n",infos), y= min(energy)/2),fontface="bold",colour="white",position=position_dodge(0.9))+
-    geom_label(data=success60%>%dformat(),aes(label = success_txt, y=35),label.padding=unit(0.35,"lines"),label.r=unit(0.09,"lines"),fill="#f0f0f0",label.size=0.5,fontface="bold",colour="black",position=position_dodge(0.9))+
-    facet_wrap(~wireless)+
-    xlab(element_blank())+ylab("Energy consumption (J)")+
-    labs(fill="60s uptime:")+theme(legend.position="top")+color()+coord_cartesian(ylim=c(0,2200))
-#ggsave("energy-60sec.png",width = 12,height=4.8)
-
-
-energy180=data%>%filter(wakeupfor==180)
-energy180Snd=energy180%>%filter(isSender==1)%>%group_by(simkey,wireless)%>%summarise(sd=sd(energy),energy=mean(energy),type="Sender")
-energy180Rcv=energy180%>%filter(isSender==0)%>%group_by(simkey,wireless)%>%summarise(sd=sd(energy),energy=mean(energy),type="Receiver")
-energy180=energy180Snd%>%ungroup()%>%rbind(energy180Rcv)%>%mutate(type=factor(type,levels = c("Sender","Receiver")))
-energy180=energy180%>%mutate(sd_min=energy-sd,sd_max=energy+sd)%>%mutate(sd_min_txt=paste0("-",r_(sd_min)))%>%mutate(sd_max_txt=paste0("+",r_(sd_max)))
-energy180Baseline=energy180%>%filter(simkey=="baseline")%>%uncount(nsimkeys,.id="id")%>%mutate(simkey=simkeys[id])
-energy180=energy180%>%left_join(energy180Baseline,by=c("simkey","wireless","type"),suffix = c("","_baseline"))
-energy180=energy180%>%mutate(ovhd=energy*100/energy_baseline-100)
-energy180=energy180%>%rowwise()%>%mutate(ovhd_txt=paste0("(",s_(ovhd),r_(ovhd),"%)"))
-success180Snd=data%>%filter(wakeupfor==180)%>%filter(isSender!=0)%>%group_by(simkey,wireless,wakeupfor)%>%summarise(success_orig=mean(nSend),success=r_(mean(nSend)),type="Sender")
-success180Rcv=data%>%filter(wakeupfor==180)%>%filter(isSender!=0)%>%group_by(simkey,wireless,wakeupfor)%>%summarise(success_orig=mean(nSend),success=r_(mean(nSend)),type="Receiver")
-success180=rbind(success180Snd,success180Rcv)
-success180=success180%>%rowwise()%>%mutate(success_txt=paste0("[",success,"]"))
-energy180=energy180%>%left_join(success180)%>%rowwise()%>%mutate(infos=paste0(ovhd_txt,"\n{",r_(energy/success_orig),"}"))
-energy180=energy180%>%mutate(type=factor(type,levels = c("Sender","Receiver")))
-
-energy180P=ggplot(energy180%>%dformat,aes(x=simkey,y=energy,fill=type))+
-    geom_bar(colour="black",stat="identity",position=position_dodge())+
-    geom_errorbar(position=position_dodge(0.9),aes(ymin=energy-sd, ymax=energy+sd),width=0.3,size=1)+
-    geom_text(aes(label = r_(sd_max), y= sd_max),vjust=-0.4,position=position_dodge(0.9))+
-    geom_text(aes(label = r_(sd_min), y= sd_min),vjust=+1.5,position=position_dodge(0.9))+
-    geom_text(aes(label = paste0(r_(energy),"\n",infos), y= min(energy)/2),fontface="bold",colour="white",position=position_dodge(0.9))+
-    geom_label(data=success180%>%dformat(),aes(label = success_txt, y=100),label.padding=unit(0.35,"lines"),label.r=unit(0.09,"lines"),fill="#f0f0f0",label.size=0.5,fontface="bold",colour="black",position=position_dodge(0.9))+
-    facet_wrap(~wireless)+
-    xlab(element_blank())+ylab("Energy consumption (J)")+
-    labs(fill="180s uptime:")+theme(legend.position="top")+color()+coord_cartesian(ylim=c(0,4500))
-#ggsave("energy-180sec.png",width = 12,height=4.8)
-
-totalUptime60=data%>%filter(wakeupfor==60)
-totalUptime60Snd=totalUptime60%>%filter(isSender==1)%>%group_by(simkey,wireless)%>%summarise(sd=sd(totalUptime),totalUptime=mean(totalUptime),type="Sender")
-totalUptime60Rcv=totalUptime60%>%filter(isSender==0)%>%group_by(simkey,wireless)%>%summarise(sd=sd(totalUptime),totalUptime=mean(totalUptime),type="Receiver")
-totalUptime60=totalUptime60Snd%>%ungroup()%>%rbind(totalUptime60Rcv)%>%mutate(type=factor(type,levels = c("Sender","Receiver")))
-totalUptime60=totalUptime60%>%mutate(sd_min=totalUptime-sd,sd_max=totalUptime+sd)%>%mutate(sd_min_txt=paste0("-",r_(sd_min)))%>%mutate(sd_max_txt=paste0("+",r_(sd_max)))
-totalUptime60Baseline=totalUptime60%>%filter(simkey=="baseline")%>%uncount(nsimkeys,.id="id")%>%mutate(simkey=simkeys[id])
-totalUptime60=totalUptime60%>%left_join(totalUptime60Baseline,by=c("simkey","wireless","type"),suffix = c("","_baseline"))
-totalUptime60=totalUptime60%>%mutate(ovhd=totalUptime-totalUptime_baseline)
-totalUptime60=totalUptime60%>%rowwise()%>%mutate(ovhd_txt=paste0("(",s_(ovhd),r_(ovhd),")"))
-totalUptime60=totalUptime60%>%mutate(type=factor(type,levels = c("Sender","Receiver")))
-
-totalUptime60P=ggplot(totalUptime60%>%dformat,aes(x=simkey,y=totalUptime,fill=type))+
-    geom_bar(colour="black", stat="identity",position=position_dodge())+
-    geom_errorbar(position=position_dodge(0.9),aes(ymin=totalUptime-sd, ymax=totalUptime+sd),width=0.3,size=1)+
-    geom_text(aes(label = r_(sd_max), y= sd_max),vjust=-0.4,position=position_dodge(0.9))+
-    geom_text(aes(label = r_(sd_min), y= sd_min),vjust=+1.5,position=position_dodge(0.9))+
-    geom_text(aes(label = paste0(r_(totalUptime),"\n",ovhd_txt), y= min(totalUptime)/2),fontface="bold",colour="white",position=position_dodge(0.9))+
-    facet_wrap(~wireless)+
-    xlab("Policy")+ylab("Accumulated uptime (s)")+
-    labs(fill="Total uptime:")+color2()+theme(legend.position="top")+coord_cartesian(ylim=c(0,4000))
-
-totalUptime180=data%>%filter(wakeupfor==180)
-totalUptime180Snd=totalUptime180%>%filter(isSender==1)%>%group_by(simkey,wireless)%>%summarise(sd=sd(totalUptime),totalUptime=mean(totalUptime),type="Sender")
-totalUptime180Rcv=totalUptime180%>%filter(isSender==0)%>%group_by(simkey,wireless)%>%summarise(sd=sd(totalUptime),totalUptime=mean(totalUptime),type="Receiver")
-totalUptime180=totalUptime180Snd%>%ungroup()%>%rbind(totalUptime180Rcv)%>%mutate(type=factor(type,levels = c("Sender","Receiver")))
-totalUptime180=totalUptime180%>%mutate(sd_min=totalUptime-sd,sd_max=totalUptime+sd)%>%mutate(sd_min_txt=paste0("-",r_(sd_min)))%>%mutate(sd_max_txt=paste0("+",r_(sd_max)))
-totalUptime180Baseline=totalUptime180%>%filter(simkey=="baseline")%>%uncount(nsimkeys,.id="id")%>%mutate(simkey=simkeys[id])
-totalUptime180=totalUptime180%>%left_join(totalUptime180Baseline,by=c("simkey","wireless","type"),suffix = c("","_baseline"))
-totalUptime180=totalUptime180%>%mutate(ovhd=totalUptime-totalUptime_baseline)
-totalUptime180=totalUptime180%>%rowwise()%>%mutate(ovhd_txt=paste0("(",s_(ovhd),r_(ovhd),")"))
-totalUptime180=totalUptime180%>%mutate(type=factor(type,levels = c("Sender","Receiver")))
-
-totalUptime180P=ggplot(totalUptime180%>%dformat,aes(x=simkey,y=totalUptime,fill=type))+
-    geom_bar(colour="black",stat="identity",position=position_dodge())+
-    geom_errorbar(position=position_dodge(0.9),aes(ymin=totalUptime-sd, ymax=totalUptime+sd),width=0.3,size=1)+
-    geom_text(aes(label = r_(sd_max), y= sd_max),vjust=-0.4,position=position_dodge(0.9))+
-    geom_text(aes(label = r_(sd_min), y= sd_min),vjust=+1.5,position=position_dodge(0.9))+
-        geom_text(aes(label = paste0(r_(totalUptime),"\n",ovhd_txt), y= min(totalUptime)/2),fontface="bold",colour="white",position=position_dodge(0.9))+
-    facet_wrap(~wireless)+
-    xlab("Policy")+ylab("Accumulated uptime (s)")+
-    labs(fill="Total uptime:")+theme(legend.position="top")+color2()+coord_cartesian(ylim=c(0,8800))
-
-success60=data%>%filter(wakeupfor==60)
-success60=success60%>%filter(isSender==1)%>%group_by(simkey,wireless)%>%summarise(sd=sd(nSend),success=mean(nSend))
-success60=success60%>%mutate(sd_min=success-sd,sd_max=success+sd)
-
-success60P=ggplot(success60%>%dformat,aes(x=simkey,y=success))+
-    geom_bar(stat="identity",position=position_dodge(),fill="gray50")+
-    geom_errorbar(position=position_dodge(0.9),aes(ymin=success-sd, ymax=success+sd),width=0.2,size=1)+
-    geom_text(aes(label = r_(sd_max), y= sd_max),vjust=-0.4,position=position_dodge(0.9))+
-    geom_text(aes(label = r_(sd_min), y= sd_min),vjust=+1.5,position=position_dodge(0.9))+
-    geom_text(aes(label = r_(success), y= success/2),fontface="bold",colour="white",position=position_dodge(0.9))+
-    facet_wrap(~wireless)+
-    xlab("Policy")+ylab("Number of success")+
-    labs(fill="Node type")+theme(legend.position="none")+color()+coord_cartesian(ylim=c(0,11))
-#ggsave("success-60sec.png",width = 5.8,height=4.2)
-
-success180=data%>%filter(wakeupfor==180)
-success180=success180%>%filter(isSender==1)%>%group_by(simkey,wireless)%>%summarise(sd=sd(nSend),success=mean(nSend))
-success180=success180%>%mutate(sd_min=success-sd,sd_max=success+sd)
-
-success180P=ggplot(success180%>%dformat,aes(x=simkey,y=success))+
-    geom_bar(stat="identity",position=position_dodge(),fill="gray50")+
-    geom_errorbar(position=position_dodge(0.9),aes(ymin=success-sd, ymax=success+sd),width=0.2,size=1)+
-    geom_text(aes(label = r_(sd_max), y= sd_max),vjust=-0.4,position=position_dodge(0.9))+
-    geom_text(aes(label = r_(sd_min), y= sd_min),vjust=+1.5,position=position_dodge(0.9))+
-    geom_text(aes(label = r_(success), y= success/2),fontface="bold",colour="white",position=position_dodge(0.9))+
-    facet_wrap(~wireless)+
-    xlab("Policy")+ylab("Number of success")+
-    labs(fill="Node type")+theme(legend.position="none")+color()+coord_cartesian(ylim=c(0,13))
-#ggsave("success-180sec.png",width = 5.8,height=4.2)
-
-
-ggsave("60sec.pdf",plot=(energy60P)/(totalUptime60P)+ plot_layout(guides = "collect")&theme(legend.position = "top"),width=12,height=11)
-ggsave("180sec.pdf",plot=(energy180P)/(totalUptime180P)+ plot_layout(guides = "collect")&theme(legend.position = "top"),width=12,height=11)
-ggsave("results.pdf",plot=(energy60P)/(energy180P)+ plot_layout(guides = "collect")&theme(legend.position = "top"),width=12,height=7)
-