determining a plurality of target components from candidate components configured to construct a machine learning model;

performing standardization processing on input data and output data of the plurality of target components to obtain a plurality of standardized components respectively corresponding to the plurality of target components;

assembling, based on a connection relationship between the plurality of standardized components, the plurality of standardized components into a pipeline corresponding to the machine learning model;

performing scheduling processing on the plurality of standardized components comprised in the pipeline, to obtain a scheduling result; and

executing, based on the scheduling result, a machine learning task corresponding to the machine learning model.