Bull Sas

Commissariat &#xc0; L'&#xc9;nergie Atomique Et Aux &#xc9;nergies Alternatives

Gaël Goret

Philippe Couvee

Lionel Vincent

Grégoire Pichon

Simon Derr

Soraya Zertal

Trong-Ton Pham

Sophie Robert

Léo Nicoletti

Cédric Bourrasset

Stéphane Pralet

Mamady Nabe

A method for simulating the behavior of a system () composed by a subsystem () in a physical environment (), by a set of modules, each simulating a portion of said system, wherein at least one portion () of said subsystem () is simulated by a module implementing a multilayer neural network, the other modules implementing simulations based on behavioral physical laws; said method comprising the assessment (S) of the results of the simulation to automatically decide (S) on a strategy to trigger updates (S) of parameters associated to said multilayer neural network.

Simulation by substitution of a model by physical laws with an automatic learning model

The invention relates to a method for optimizing the execution parameters of a software application on an information processing platform, consisting in iteratively optimizing said parameters at each execution of said application, in which:

Automatic and self-optimized determination of execution parameters of a software application on an information processing platform

A method for optimizing the run parameters of a software application on an information processing platform, consisting of iteratively optimizing said parameters on each execution of said application, wherein, for each execution of said application (),

Automatic determination of the run parameters for a software application on an information processing platform by genetic algorithm and enhanced noise management

The method for preloading data of a file containing the following steps of defining a plurality of bins of predetermined sizes in a file, for each input and/or output operation executed on the file, determining the bin involved in the operation, counting the number of input and/or output operations executed in each bin of the file by taking into account only a predetermined number of last operations on the whole file, and when the sum of the operations counted in a bin is greater than a predetermined threshold, loading, in a memory medium, at least one area of the file determined on the basis of this bin.

Method for preloading data

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La Murette, France

Gaël Goret