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US Patent 11461300 Dynamic model server for multi-model machine learning inference services

Patent 11461300 was granted and assigned to SAP SE on October, 2022 by the United States Patent and Trademark Office.

OverviewStructured DataIssuesContributors

Contents

Is a
Patent
Patent
1

Patent attributes

Patent Applicant
SAP SE
SAP SE
1
Current Assignee
SAP SE
SAP SE
1
Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
1
Patent Number
114613001
Patent Inventor Names
Sasmito Adibowo1
Date of Patent
October 4, 2022
1
Patent Application Number
171424071
Date Filed
January 6, 2021
1
Patent Citations
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US Patent 11348160 Determining order preferences and item suggestions
1
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US Patent 10484174 Protecting an encryption key for data stored in a storage system that includes a plurality of storage devices
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US Patent 10936191 Access control for a computing system
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US Patent 11120361 Training data routing and prediction ensembling at time series prediction system
1
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US Patent 11386388 System, method, and computer program for online transport logistics service management
1
Patent Primary Examiner
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Noosha Arjomandi
1
CPC Code
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G06F 16/244
1
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G06F 16/2255
1
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G06N 20/00
1
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G06F 2212/1021
1
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G06F 9/541
1
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G06F 12/0802
1

Implementations include receiving, by an application programming interface (API) server of a plurality of API servers, a prediction request from a client system, each of the plurality of API servers including a stateless server, selecting, by the API server, a model server from a plurality of model servers based on the prediction request, each of the plurality of model servers including a stateful server, calling, by the API server, the model server to execute inference using a ML model loaded to memory of the model server, receiving, by the API server, an inference result from the ML model, and sending, by the API server, the inference result to the client system.

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