[jira] [Created] (AIRAVATA-1084) [GSoC] Prototype Airavata Support for Application Scheduling using Ultrscan usecase

["Suresh Marru (JIRA)" <ji...@apache.org>]

Suresh Marru created AIRAVATA-1084:
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             Summary: [GSoC] Prototype Airavata Support for Application Scheduling using Ultrscan usecase
                 Key: AIRAVATA-1084
                 URL: https://issues.apache.org/jira/browse/AIRAVATA-1084
             Project: Airavata
          Issue Type: New Feature
            Reporter: Suresh Marru


Before a general purpose application specific monitoring could be built into Airavata Orchestrator, it will be good to prototype a one application specific monitoring and then think about how to generalize it. 

As an example, Ultrascan application team Borries Demeler and Gary Gorbet were willing to provide a use case and access to information in their database to quert for the parameters that influence calculation time, such as number of datapoints, grid resolution, cluster hardware, noise fits, Monte Carlo iterations, etc. Based on these data, this prototype would do a multi-variate performance analysis and create a prediction model for the length of time it would take for a dataset to complete on a given resource. This will have to profile the 2 dimensional spectrum analysis (2DSA) and possibly Genetic Algorithm. 



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