Machine learning system flow authoring tool

Machine learning system flow authoring tool

Some embodiments include a workflow authoring tool that accesses a text string representation of a workflow and a text string representation of at least a data processing operator type. The workflow authoring tool enables definition of one or more data processing operator types that can be reference...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Mehanna, Hussein Mohamed Hassan, Paton, James Robert, Xie, Xiaowen, Bowers, Stuart Michael, Farnham, Rodrigo Bouchardet, Dunn, Jeffrey Scott, Sidorov, Aleksandr, Gusatti Azzolini, Alisson, Vagata, Pamela Shen
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
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Beschreibung
Zusammenfassung:Some embodiments include a workflow authoring tool that accesses a text string representation of a workflow and a text string representation of at least a data processing operator type. The workflow authoring tool enables definition of one or more data processing operator types that can be referenced in defining the machine learning workflow. When scheduling a workflow, the text string representation of the workflow can be parsed and traversed to generate an interdependency graph of one or more data processing operators. The text string representation of the data processing operator type can identify operator attributes associated with the data processing operator type.