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With the cloud paradigm and the concept of everything as a service (XasS), our ability to leverage the potential of distributed computing resources seems greater than ever. On the other hand, data farming is a methodology based on the idea that by repeatedly running a simulation model on a vast parameter space, enough output data can be gathered to provide an meaningful insight into relations between...
Parameter study is a widely spread type of scientific research methodologies used with modern High Performance and High Throughput Computing infrastructures such as Clouds. More and more often, parameter study experiments are oriented towards generating large amount of data describing complicated processes and phenomena. It becomes clear that new software for supporting such large-scale experiments...
With the increasing availability of high performance computing power, new possibilities with respect to simulation and analysis become available and feasible. One of such methodologies is data farming, where large amounts of data are generated through simulation of several configurations from large parameter space and then analyzed for patterns. Unfortunately, the availability of versatile data farming...
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