INTERFACE COMPONENT FOR DISTRIBUTED COMPONENTS OF A MACHINE LEARNING SYSTEM

An interface component (100) is provided. The interface component (100) comprises a parameter determination unit (110) that is designed to determine one or more configuration parameters of an associated unit (150) of a distributed system depending on first feedback data from a follower interface component (160), and wherein the parameter determination unit (110) is designed to modify a configuration of the associated unit (150) using the one or more configuration parameters. The interface component (100) furthermore comprises a feedback determination unit (120) that is designed to determine second feedback data and to transfer them to a predecessor interface component (90). The first feedback data depend on previous output data from the associated unit (150), wherein the first feedback data are suitable for modifying the previous output data in order to obtain modified output data, or wherein the first feedback data denote the modified output data. The feedback determination unit (120) is furthermore designed to determine the second feedback data such that the second feedback data depend on the first feedback data and on previous input data for the associated unit (150), wherein the second feedback data are suitable for modifying previous input data for the associated unit (150), or wherein the second feedback data denote modified input data for the associated unit (150). The previous input data are data, or depend on data, that have been recorded or measured by a technical device; and/or the associated unit (150) is a technical device, the technical configuration of which is set by the one or more configuration parameters; and/or the second feedback data are designed to contribute to modifying one or more further configuration parameters of a technical configuration of a technical device. L'invention fournit un composant d'interface (100). Le composant d'interface (100) comprend une unité de détermination de paramètres (110) qui est conçue pour déterminer un ou plusieurs paramètres de configuration d'une unité associée (150) d'un système distribué en fonction de premières données de rétroaction provenant d'un composant d'interface de suiveur (160), l'unité de détermination de paramètres (110) étant conçue pour modifier une configuration de l'unité associée (150) à l'aide du ou des paramètres de configuration. Le composant d'interface (100) comprend en outre une unité de détermination de rétroaction (120) qui est conçue pour déterminer de secondes données