MACHINE LEARNING COMPUTER SYSTEM ARCHITECTURE

MACHINE LEARNING COMPUTER SYSTEM ARCHITECTURE

Techniques are disclosed in which a computer system receives a transaction request and uses a federated machine learning model to analyze the transaction request. A server computer system may generate a federated machine learning model and distribute portions of the federated machine learning models...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: SHARMA, Nitin S, DESAI, Darshankumar Bhadrasinh, NAWARE, Vidyut Mukund, CHHIBBER, Abhishek, TODASCO, Michael Charles
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
PHYSICS
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Beschreibung
Zusammenfassung:Techniques are disclosed in which a computer system receives a transaction request and uses a federated machine learning model to analyze the transaction request. A server computer system may generate a federated machine learning model and distribute portions of the federated machine learning models to other components of the computer system including a user device and/or edge servers. In various embodiments, various components of the computer system apply transaction request evaluation factors to the portions of the federated machine learning model to generate scores. The server computer system uses the scores to determine a response to the transaction request.