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Sample application 4 which is used in IEEE TNSM journal paper is published.

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Important Notes:
* EdgeTask class name is updated as TaskProperty. You may need to modify your existing application's source code if you use EdgeTask class in your application.
This commit is contained in:
cagatay
2019-01-21 08:32:16 -07:00
parent 6e37b14ba7
commit 9412796b22
38 changed files with 3300 additions and 67 deletions
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59
scripts/sample_app4/matlab/getConfiguration.m Executable file
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%--------------------------------------------------------------
%description
% returns a value according to the given argumentssss
%--------------------------------------------------------------
function [ret_val] = getConfiguration(argType)
if(argType == 1)
ret_val = 'D:\sim_results';
elseif(argType == 2)
ret_val = 60 * 20; %simulation time (in seconds)
elseif(argType == 3)
ret_val = 50; %Number of iterations
elseif(argType == 4)
ret_val = 1; %x tick interval for number of mobile devices
elseif(argType == 5)
ret_val = {'FUZZY_BASED','UTILIZATION_BASED','NETWORK_BASED','FUZZY_COMPETITOR','HYBRID'};
elseif(argType == 6)
ret_val = {'fuzzy','util.','bw','Flores*','hybrid'};
elseif(argType == 7)
ret_val=[10 3 9 8]; %position of figure
elseif(argType == 8)
ret_val=0; %for future usage
elseif(argType == 9)
ret_val = 'Number of Mobile Devices'; %Common text for x axis
elseif(argType == 10)
ret_val = 200; %min number of mobile device
elseif(argType == 11)
ret_val = 200; %step size of mobile device count
elseif(argType == 12)
ret_val =2400; %max number of mobile device
elseif(argType == 17)
ret_val = 2; %xTickLabelCoefficient
elseif(argType == 18)
ret_val = 0; %return 1 if you want to save figure as pdf
elseif(argType == 19)
ret_val = 0; %return 1 if you want to plot errors
elseif(argType == 20)
ret_val=0; %return 1 if graph is plotted colerful
elseif(argType == 21)
ret_val=[0.55 0 0]; %color of first line
elseif(argType == 22)
ret_val=[0 0.15 0.6]; %color of second line
elseif(argType == 23)
ret_val=[0 0.23 0]; %color of third line
elseif(argType == 24)
ret_val=[0.6 0 0.6]; %color of fourth line
elseif(argType == 25)
ret_val=[0.08 0.08 0.08]; %color of fifth line
elseif(argType == 26)
ret_val=[0 0.8 0.8]; %color of sixth line
elseif(argType == 27)
ret_val=[0.8 0.4 0]; %color of seventh line
elseif(argType == 28)
ret_val=[0.8 0.8 0]; %color of eighth line
elseif(argType == 40)
ret_val={'-k*','-ko','-ks','-kv','-kp','-kd','-kx','-kh'}; %line style (marker) of the colerless line
elseif(argType == 50)
ret_val={':k*',':ko',':ks',':kv',':kp',':kd',':kx',':kh'}; %line style (marker) of the colerfull line
end
end

20
scripts/sample_app4/matlab/plotAvgFailedTask.m Executable file
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function [] = plotAvgFailedTask()
plotGenericResult(1, 2, 'Failed Tasks (%)', 'ALL_APPS', 'percentage_for_all');
% plotGenericResult(1, 2, {'Failed Tasks for';'Augmented Reality App (%)'}, 'AUGMENTED_REALITY', 'percentage_for_all');
plotGenericResult(1, 2, 'Failed Tasks for Health App (%)', 'HEALTH_APP', 'percentage_for_all');
plotGenericResult(1, 2, {'Failed Tasks for';'Infotainment App (%)'}, 'INFOTAINMENT_APP', 'percentage_for_all');
% plotGenericResult(1, 2, 'Failed Tasks for Heavy Comp. App (%)', 'HEAVY_COMP_APP', 'percentage_for_all');
% plotGenericResult(2, 2, 'Failed Tasks on Cloudlet (%)', 'ALL_APPS', 'percentage_for_all');
% plotGenericResult(2, 2, {'Failed Tasks on Cloudlet';'for Augmented Reality App (%)'}, 'AUGMENTED_REALITY', 'percentage_for_all');
% plotGenericResult(2, 2, 'Failed Tasks on Cloudlet for Health App (%)', 'HEALTH_APP', 'percentage_for_all');
% plotGenericResult(2, 2, 'Failed Tasks on Cloudlet for Infotainment App (%)', 'INFOTAINMENT_APP', 'percentage_for_all');
% plotGenericResult(2, 2, 'Failed Tasks on Cloudlet for Heavy Comp. App (%)', 'HEAVY_COMP_APP', 'percentage_for_all');
% plotGenericResult(3, 2, 'Failed Tasks on Cloud (%)', 'ALL_APPS', 'percentage_for_all');
% plotGenericResult(3, 2, {'Failed Tasks on Cloud for';'Augmented Reality App (%)'}, 'AUGMENTED_REALITY', 'percentage_for_all');
% plotGenericResult(3, 2, 'Failed Tasks on Cloud for Health App (%)', 'HEALTH_APP', 'percentage_for_all');
% plotGenericResult(3, 2, 'Failed Tasks on Cloud for Infotainment App (%)', 'INFOTAINMENT_APP', 'percentage_for_all');
% plotGenericResult(3, 2, 'Failed Tasks on Cloud for Heavy Comp. App (%)', 'HEAVY_COMP_APP', 'percentage_for_all');
end

26
scripts/sample_app4/matlab/plotAvgNetworkDelay.m Executable file
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function [] = plotAvgNetworkDelay()
plotGenericResult(1, 7, 'Average Network Delay (sec)', 'ALL_APPS', '');
% plotGenericResult(1, 7, {'Average Network Delay';'for Augmented Reality App (sec)'}, 'AUGMENTED_REALITY', '');
% plotGenericResult(1, 7, 'Average Network Delay for Health App (sec)', 'HEALTH_APP', '');
% plotGenericResult(1, 7, {'Average Network Delay';'for Infotainment App (sec)'}, 'INFOTAINMENT_APP', '');
% plotGenericResult(1, 7, {'Average Network Delay';'for Heavy Comp. App (sec)'}, 'HEAVY_COMP_APP', '');
plotGenericResult(5, 1, 'Average WLAN Delay (sec)', 'ALL_APPS', '');
% plotGenericResult(5, 1, {'Average WLAN Delay';'for Augmented Reality App (sec)'}, 'AUGMENTED_REALITY', '');
% plotGenericResult(5, 1, 'Average WLAN Delay for Health App (sec)', 'HEALTH_APP', '');
% plotGenericResult(5, 1, {'Average WLAN Delay';'for Infotainment App (sec)'}, 'INFOTAINMENT_APP', '');
% plotGenericResult(5, 1, {'Average WLAN Delay';'for Heavy Comp. App %(sec)'}, 'HEAVY_COMP_APP', '');
plotGenericResult(5, 2, 'Average MAN Delay (sec)', 'ALL_APPS', '');
% plotGenericResult(5, 2, {'Average MAN Delay';'for Augmented Reality App (sec)'}, 'AUGMENTED_REALITY', '');
% plotGenericResult(5, 2, 'Average MAN Delay for Health App (sec)', 'HEALTH_APP', '');
% plotGenericResult(5, 2, {'Average MAN Delay';'for Infotainment App (sec)'}, 'INFOTAINMENT_APP', '');
% plotGenericResult(5, 2, {'Average MAN Delay';'for Heavy Comp. App (sec)'}, 'HEAVY_COMP_APP', '');
plotGenericResult(5, 3, 'Average WAN Delay (sec)', 'ALL_APPS', '');
% plotGenericResult(5, 3, {'Average WAN Delay';'for Augmented Reality App (sec)'}, 'AUGMENTED_REALITY', '');
% plotGenericResult(5, 3, 'Average WAN Delay for Health App (sec)', 'HEALTH_APP', '');
% plotGenericResult(5, 3, {'Average WAN Delay';'for Infotainment App (sec)'}, 'INFOTAINMENT_APP', '');
% plotGenericResult(5, 3, {'Average WAN Delay';'for Heavy Comp. App (sec)'}, 'HEAVY_COMP_APP', '');
end

20
scripts/sample_app4/matlab/plotAvgProcessingTime.m Executable file
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function [] = plotAvgProcessingTime()
% plotGenericResult(1, 6, 'Processing Time (sec)', 'ALL_APPS', '');
% plotGenericResult(1, 6, 'Processing Time for Augmented Reality App (sec)', 'AUGMENTED_REALITY', '');
% plotGenericResult(1, 6, 'Processing Time for Health App (sec)', 'HEALTH_APP', '');
% plotGenericResult(1, 6, 'Processing Time for Infotainment App (sec)', 'INFOTAINMENT_APP', '');
% plotGenericResult(1, 6, 'Processing Time for Heavy Comp. App (sec)', 'HEAVY_COMP_APP', '');
plotGenericResult(2, 6, 'Processing Time on Cloudlet (sec)', 'ALL_APPS', '');
% plotGenericResult(2, 6, {'Processing Time on Cloudlet';'for Augmented Reality App (sec)'}, 'AUGMENTED_REALITY', '');
% plotGenericResult(2, 6, {'Processing Time on Cloudlet';'for Health App (sec)'}, 'HEALTH_APP', '');
% plotGenericResult(2, 6, {'Processing Time on Cloudlet';'for Infotainment App (sec)'}, 'INFOTAINMENT_APP', '');
% plotGenericResult(2, 6, {'Processing Time on Cloudlet';'for Heavy Computation App (sec)'}, 'HEAVY_COMP_APP', '');
% plotGenericResult(3, 6, 'Processing Time on Cloud (sec)', 'ALL_APPS', '');
% plotGenericResult(3, 6, {'Processing Time on Cloud';'for Augmented Reality App (sec)'}, 'AUGMENTED_REALITY', '');
% plotGenericResult(3, 6, {'Processing Time on Cloud';'for Health App (sec)'}, 'HEALTH_APP', '');
% plotGenericResult(3, 6, {'Processing Time on Cloud';'for Infotainment App (sec)'}, 'INFOTAINMENT_APP', '');
% plotGenericResult(3, 6, {'Processing Time on Cloud';'for Heavy Computation App (sec)'}, 'HEAVY_COMP_APP', '');
end

21
scripts/sample_app4/matlab/plotAvgServiceTime.m Executable file
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function [] = plotAvgServiceTime()
plotGenericResult(1, 5, 'Service Time (sec)', 'ALL_APPS', '');
plotGenericResult(1, 5, {'Service Time for';'Augmented Reality App (sec)'}, 'AUGMENTED_REALITY', '');
% plotGenericResult(1, 5, 'Service Time for Health App (sec)', 'HEALTH_APP', '');
% plotGenericResult(1, 5, 'Service Time for Infotainment App (sec)', 'INFOTAINMENT_APP', '');
plotGenericResult(1, 5, {'Service Time for';'Compute Intensive App (sec)'}, 'HEAVY_COMP_APP', '');
% plotGenericResult(2, 5, 'Service Time on Cloudlet (sec)', 'ALL_APPS', '');
% plotGenericResult(2, 5, {'Service Time on Cloudlet';'for Augmented Reality App (sec)'}, 'AUGMENTED_REALITY', '');
% plotGenericResult(2, 5, 'Service Time on Cloudlet for Health App (sec)', 'HEALTH_APP', '');
% plotGenericResult(2, 5, {'Service Time on Cloudlet';'for Infotainment App (sec)'}, 'INFOTAINMENT_APP', '');
% plotGenericResult(2, 5, {'Service Time on Cloudlet';'for Heavy Comp. App (sec)'}, 'HEAVY_COMP_APP', '');
%
% plotGenericResult(3, 5, 'Service Time on Cloud (sec)', 'ALL_APPS', '');
% plotGenericResult(3, 5, {'Service Time on Cloud';'for Augmented Reality App (sec)'}, 'AUGMENTED_REALITY', '');
% plotGenericResult(3, 5, 'Service Time on Cloud for Health App (sec)', 'HEALTH_APP', '');
% plotGenericResult(3, 5, {'Service Time on Cloud';'for Infotainment App (sec)'}, 'INFOTAINMENT_APP', '');
% plotGenericResult(3, 5, {'Service Time on Cloud';'for Heavy Comp. App (sec)'}, 'HEAVY_COMP_APP', '');
end

9
scripts/sample_app4/matlab/plotAvgVmUtilization.m Executable file
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function [] = plotAvgVmUtilization()
plotGenericResult(2, 8, 'Average VM Utilization (%)', 'ALL_APPS', '');
% plotGenericResult(2, 8, {'Average VM Utilization';'for Augmented Reality App (%)'}, 'AUGMENTED_REALITY', '');
% plotGenericResult(2, 8, 'Average VM Utilization for Health App (%)', 'HEALTH_APP', '');
% plotGenericResult(2, 8, 'Average VM Utilization for Infotainment App (%)', 'INFOTAINMENT_APP', '');
% plotGenericResult(2, 8, 'Average VM Utilization for Heavy Comp. App (%)', 'HEAVY_COMP_APP', '');
end

148
scripts/sample_app4/matlab/plotGenericResult.m Executable file
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function [] = plotGenericResult(rowOfset, columnOfset, yLabel, appType, calculatePercentage)
folderPath = getConfiguration(1);
numOfSimulations = getConfiguration(3);
stepOfxAxis = getConfiguration(4);
scenarioType = getConfiguration(5);
legends = getConfiguration(6);
startOfMobileDeviceLoop = getConfiguration(10);
stepOfMobileDeviceLoop = getConfiguration(11);
endOfMobileDeviceLoop = getConfiguration(12);
numOfMobileDevices = (endOfMobileDeviceLoop - startOfMobileDeviceLoop)/stepOfMobileDeviceLoop + 1;
xTickLabelCoefficient = getConfiguration(17);
all_results = zeros(numOfSimulations, size(scenarioType,2), numOfMobileDevices);
min_results = zeros(size(scenarioType,2), numOfMobileDevices);
max_results = zeros(size(scenarioType,2), numOfMobileDevices);
for s=1:numOfSimulations
for i=1:size(scenarioType,2)
for j=1:numOfMobileDevices
try
mobileDeviceNumber = startOfMobileDeviceLoop + stepOfMobileDeviceLoop * (j-1);
filePath = strcat(folderPath,'\ite',int2str(s),'\SIMRESULT_TWO_TIER_WITH_EO_',char(scenarioType(i)),'_',int2str(mobileDeviceNumber),'DEVICES_',appType,'_GENERIC.log');
readData = dlmread(filePath,';',rowOfset,0);
value = readData(1,columnOfset);
if(strcmp(calculatePercentage,'percentage_for_all'))
readData = dlmread(filePath,';',1,0);
totalTask = readData(1,1)+readData(1,2);
value = (100 * value) / totalTask;
elseif(strcmp(calculatePercentage,'percentage_for_completed'))
readData = dlmread(filePath,';',1,0);
totalTask = readData(1,1);
value = (100 * value) / totalTask;
elseif(strcmp(calculatePercentage,'percentage_for_failed'))
readData = dlmread(filePath,';',1,0);
totalTask = readData(1,2);
value = (100 * value) / totalTask;
end
all_results(s,i,j) = value;
catch err
error(err)
end
end
end
end
if(numOfSimulations == 1)
results = all_results;
else
results = mean(all_results); %still 3d matrix but 1xMxN format
end
results = squeeze(results); %remove singleton dimensions
for i=1:size(scenarioType,2)
for j=1:numOfMobileDevices
x=all_results(:,i,j); % Create Data
SEM = std(x)/sqrt(length(x)); % Standard Error
ts = tinv([0.05 0.95],length(x)-1); % T-Score
CI = mean(x) + ts*SEM; % Confidence Intervals
if(CI(1) < 0)
CI(1) = 0;
end
if(CI(2) < 0)
CI(2) = 0;
end
min_results(i,j) = results(i,j) - CI(1);
max_results(i,j) = CI(2) - results(i,j);
end
end
types = zeros(1,numOfMobileDevices);
for i=1:numOfMobileDevices
types(i)=startOfMobileDeviceLoop+((i-1)*stepOfMobileDeviceLoop);
end
hFig = figure;
pos=getConfiguration(7);
set(hFig, 'Units','centimeters');
set(hFig, 'Position',pos);
set(0,'DefaultAxesFontName','Times New Roman');
set(0,'DefaultTextFontName','Times New Roman');
set(0,'DefaultAxesFontSize',10);
set(0,'DefaultTextFontSize',12);
if(getConfiguration(20) == 1)
for i=stepOfxAxis:stepOfxAxis:numOfMobileDevices
xIndex=startOfMobileDeviceLoop+((i-1)*stepOfMobileDeviceLoop);
markers = getConfiguration(50);
for j=1:size(scenarioType,2)
plot(xIndex, results(j,i),char(markers(j)),'MarkerFaceColor',getConfiguration(20+j),'color',getConfiguration(20+j));
hold on;
end
end
for j=1:size(scenarioType,2)
if(getConfiguration(19) == 1)
errorbar(types, results(j,:), min_results(j,:),max_results(j,:),':k','color',getConfiguration(20+j),'LineWidth',1.5);
else
plot(types, results(j,:),':k','color',getConfiguration(20+j),'LineWidth',1.5);
end
hold on;
end
set(gca,'color','none');
else
markers = getConfiguration(40);
for j=1:size(scenarioType,2)
if(getConfiguration(19) == 1)
errorbar(types, results(j,:),min_results(j,:),max_results(j,:),char(markers(j)),'MarkerFaceColor','w','LineWidth',1.2);
else
plot(types, results(j,:),char(markers(j)),'MarkerFaceColor','w','LineWidth',1.2);
end
hold on;
end
end
lgnd = legend(legends,'Location','NorthWest');
if(getConfiguration(20) == 1)
set(lgnd,'color','none');
end
hold off;
axis square
xlabel(getConfiguration(9));
set(gca,'XTick', (startOfMobileDeviceLoop*xTickLabelCoefficient):(stepOfxAxis*stepOfMobileDeviceLoop*xTickLabelCoefficient):endOfMobileDeviceLoop);
set(gca,'XTickLabel', (startOfMobileDeviceLoop*xTickLabelCoefficient):(stepOfxAxis*stepOfMobileDeviceLoop*xTickLabelCoefficient):endOfMobileDeviceLoop);
ylabel(yLabel);
set(gca,'XLim',[startOfMobileDeviceLoop-5 endOfMobileDeviceLoop+5]);
set(get(gca,'Xlabel'),'FontSize',12)
set(get(gca,'Ylabel'),'FontSize',12)
set(lgnd,'FontSize',11)
if(getConfiguration(18) == 1)
set(hFig, 'PaperUnits', 'centimeters');
set(hFig, 'PaperPositionMode', 'manual');
set(hFig, 'PaperPosition',[0 0 pos(3) pos(4)]);
set(gcf, 'PaperSize', [pos(3) pos(4)]); %Keep the same paper size
filename = strcat(folderPath,'\',int2str(rowOfset),'_',int2str(columnOfset),'_',appType);
saveas(gcf, filename, 'pdf');
end
end

31
scripts/sample_app4/matlab/plotTaskFailureReason.m Executable file
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function [] = plotTaskFailureReason()
plotGenericResult(1, 10, 'Failed Task due to VM Capacity (%)', 'ALL_APPS', 'percentage_for_failed');
% plotGenericResult(1, 10, {'Failed Task due to VM Capacity';'for Augmented Reality App (%)'}, 'AUGMENTED_REALITY', 'for_failed');
% plotGenericResult(1, 10, {'Failed Task due to VM Capacity';'for Health App (%)'}, 'HEALTH_APP', 'for_failed');
% plotGenericResult(1, 10, {'Failed Task due to VM Capacity';'for Infotainment App (%)'}, 'INFOTAINMENT_APP', 'for_failed');
% plotGenericResult(1, 10, {'Failed Task due to VM Capacity';'for Heavy Computation App (%)'}, 'HEAVY_COMP_APP', 'for_failed');
plotGenericResult(1, 11, 'Average Failed Task due to Mobility (%)', 'ALL_APPS', 'percentage_for_failed');
% plotGenericResult(1, 11, {'Failed Task due to VM Capacity';'for Augmented Reality App (%)'}, 'AUGMENTED_REALITY', 'for_failed');
% plotGenericResult(1, 11, {'Failed Task due to VM Capacity';'for Health App (%)'}, 'HEALTH_APP', 'for_failed');
% plotGenericResult(1, 11, {'Failed Task due to VM Capacity';'for Infotainment App (%)'}, 'INFOTAINMENT_APP', 'for_failed');
% plotGenericResult(1, 11, {'Failed Task due to VM Capacity';'for Heavy Computation App (%)'}, 'HEAVY_COMP_APP', 'for_failed');
plotGenericResult(5, 4, 'Failed Tasks due to WLAN failure (%)', 'ALL_APPS', 'percentage_for_failed');
% plotGenericResult(5, 4, {'Failed Tasks due to WLAN';'for Augmented Reality App (%)'}, 'AUGMENTED_REALITY', 'for_failed');
% plotGenericResult(5, 4, {'Failed Tasks due to WLAN';'for Health App (%)'}, 'HEALTH_APP', 'for_failed');
% plotGenericResult(5, 4, {'Failed Tasks due to WLAN';'for Infotainment App (%)'}, 'INFOTAINMENT_APP', 'for_failed');
% plotGenericResult(5, 4, {'Failed Tasks due to WLAN';'for Heavy Comp. App (%)'}, 'HEAVY_COMP_APP', 'for_failed');
plotGenericResult(5, 5, 'Failed Tasks due to MAN failure (%)', 'ALL_APPS', 'percentage_for_failed');
% plotGenericResult(5, 5, {'Failed Tasks due to MAN';'for Augmented Reality App (%)'}, 'AUGMENTED_REALITY', 'for_failed');
% plotGenericResult(5, 5, {'Failed Tasks due to MAN';'for Health App (%)'}, 'HEALTH_APP', 'for_failed');
% plotGenericResult(5, 5, {'Failed Tasks due to MAN';'for Infotainment App (%)'}, 'INFOTAINMENT_APP', 'for_failed');
% plotGenericResult(5, 5, {'Failed Tasks due to MAN';'for Heavy Comp. App (%)'}, 'HEAVY_COMP_APP', 'for_failed');
plotGenericResult(5, 6, 'Failed Tasks due to WAN failure (%)', 'ALL_APPS', 'percentage_for_failed');
% plotGenericResult(5, 6, {'Failed Tasks due to WAN';'for Augmented Reality App (%)'}, 'AUGMENTED_REALITY', 'for_failed');
% plotGenericResult(5, 6, {'Failed Tasks due to WAN';'for Health App (%)'}, 'HEALTH_APP', 'for_failed');
% plotGenericResult(5, 6, {'Failed Tasks due to WAN';'for Infotainment App (%)'}, 'INFOTAINMENT_APP', 'for_failed');
% plotGenericResult(5, 6, {'Failed Tasks due to WAN';'for Heavy Comp. App (%)'}, 'HEAVY_COMP_APP', 'for_failed');
end