Dataset Open Access

Autonomic Provisioning and Application Mapping on Spot Cloud Resources

Dubois, Daniel J.; Casale, Giuliano

1. Attached files:        

500_100_fmincon_0.95_1.mat    
Experiment with 500 users, 100ms max response time, 95% availability, exact algorithm.

500_100_heuristic_0.95_1.mat
Experiment with 500 users, 100ms max response time, 95% availability, our algorithm.

2000_70_fmincon_0.95_1.mat
Experiment with 2000 users, 70ms max response time, 95% availability, exact algorithm.

2000_70_heuristic_0.95_1.mat
Experiment with 2000 users, 70ms max response time, 95% availability, our algorithm.

2000_100_fmincon_0.9_1.mat
Experiment with 2000 users, 100ms max response time, 90% availability, exact algorithm.

2000_100_heuristic_0.9_1.mat    
Experiment with 2000 users, 100ms max response time, 90% availability, our algorithm.

2000_100_fmincon_0.95_1.mat     
Experiment with 2000 users, 100ms max response time, 95% availability, exact algorithm.

2000_100_heuristic_0.95_1.mat   
Experiment with 2000 users, 100ms max response time, 95% availability, our algorithm.

2000_100_fmincon_0.999_1.mat    
Experiment with 2000 users, 100ms max response time, 99.9% availability, exact algorithm.

2000_100_heuristic_0.999_1.mat  
Experiment with 2000 users, 100ms max response time, 99.9% availability, our algorithm.

2000_300_fmincon_0.95_1.mat     
Experiment with 2000 users, 300ms max response time, 95% availability, exact algorithm.

2000_300_heuristic_0.95_1.mat 
Experiment with 2000 users, 300ms max response time, 95% availability, our algorithm.

10000_100_fmincon_0.95_1.mat    
Experiment with 10000 users, 100ms max response time, 95% availability, exact algorithm.

10000_100_heuristic_0.95_1.mat  
Experiment with 10000 users, 100ms max response time, 95% availability, our algorithm.

2. Data format:

MATLAB data format, can be load from MATLAB using the following command:

results = load(filename);

results is defined as a structure with the following fields:

results.cost
    Type:    scalar, positive real number.
    Desc:    hourly cost in US dollars.

        
results.time
    Type:    scalar, positive real number.
    Desc:    total time (in seconds) needed by the algorithm to compute the solution.

results.evaluations
    Type:    scalar, positive integer number.
    Desc:    number of constraints evaluations needed by the algorithm to compute the 
        solution.


results.d
    Type:    matrix, non negative positive real number. 
    Desc:    association matrix between rented resources (columns) and application 
        components (rows). The sum of all the elements of this matrix is equal to
        the ECUs used by the application.

Files (372.3 kB)
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dubois-iccac15-results.zip
md5:8d1172fc6b94b4246411640d6d9ba0bf
372.3 kB Download
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