Managing computing resources in graph-based computations

Details Managing computing resources in graph-based computations Managing computing resources in graph-based computations

G - Physics

06

F

G06F 7/00 (2006.01)

Patent

CA 2650143

Executing graph-based computations includes: accepting a specification of a computation graph in which data processing elements are joined by linking elements; dividing the data processing elements into sets, at least one of the sets including multiple of the data processing elements; assigning to each set a different computing resource; and processing data according to the computation graph, including performing computations corresponding to the data processing elements using the assigned computing resources.

La présente invention concerne l'exécution de calculs à base de graphes et comprend les étapes consistant à: accepter une spécification de graphe de calcul dans lequel les éléments de traitement des données sont connectés par des éléments de liaison ; diviser les éléments de traitement des données en ensembles, au moins un des ensembles comprenant plusieurs éléments de traitement des données ; allouer une ressource de calcul différente à chaque ensemble ; et traiter les données en fonction du graphe de calcul, y compris en réalisant des calculs correspondant aux éléments des traitement des données à l'aide des ressources de calcul allouées.

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