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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