CPC G06F 16/1827 (2019.01) [G06F 7/5443 (2013.01); G06F 11/3034 (2013.01); G06F 16/1734 (2019.01); G06N 3/08 (2013.01)] | 18 Claims |
1. A method, in a data processing system, for hybrid cloud management, the method comprising:
generating hybrid cloud storage features and hybrid cloud environment factors;
performing a dynamic confidence method on the hybrid cloud features based on the hybrid cloud environment factors using a deep learning model to generate a hybrid cloud storage profile, wherein the hybrid cloud storage profile provides, for each storage, a prediction for each combination of category and genre;
performing model optimization on the deep learning model;
generating a files-storage matrix;
generating a hybrid cloud file profile based on the hybrid cloud storage profile and the files-storage matrix, wherein the hybrid cloud file profile provides, for each file, a prediction for each combination of category and genre, and wherein generating the hybrid cloud file profile comprises performing a dot product on the hybrid cloud storage profile and the files-storage matrix;
generating a target file matrix based on the hybrid cloud storage profile and the hybrid cloud file profile, wherein the target file matrix provides, for each file, a prediction for each storage; and
storing files based on the target file matrix.
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