Dataset Open Access

Autonomic Provisioning and Application Mapping on Spot Cloud Resources

Dubois, Daniel J.; Casale, Giuliano


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<oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
  <dc:creator>Dubois, Daniel J.</dc:creator>
  <dc:creator>Casale, Giuliano</dc:creator>
  <dc:date>2015-09-21</dc:date>
  <dc:description>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.</dc:description>
  <dc:identifier>https://zenodo.org/record/20281</dc:identifier>
  <dc:identifier>10.5281/zenodo.20281</dc:identifier>
  <dc:identifier>oai:zenodo.org:20281</dc:identifier>
  <dc:relation>info:eu-repo/grantAgreement/EC/FP7/629982/</dc:relation>
  <dc:relation>handle:10044/1/25102</dc:relation>
  <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
  <dc:rights>https://creativecommons.org/licenses/by/4.0/legalcode</dc:rights>
  <dc:title>Autonomic Provisioning and Application Mapping on Spot Cloud Resources</dc:title>
  <dc:type>info:eu-repo/semantics/other</dc:type>
  <dc:type>dataset</dc:type>
</oai_dc:dc>
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