Systeme und Verfahren zur Verwendung eines Serverlosen Dienstes von Cloud-Computing-Plattformen

Details

Veröffentlichungs-Nr.

EP4772998

Anmeldetag

30. Dezember 2025

Veröffentlichung

8. Juli 2026

Rechtsraum

EP

Abstract

A system for improving scalability of machine learning may identify a machine learning libraries that are to be used for an execution of a serverless machine learning process using a serverless service provided by a cloud computing platform; remove a plurality of portions of one or more first libraries, of the machine learning libraries, that are to be pre-loaded into the serverless service; select one or more second libraries, of the machine learning libraries, that are to be dynamically loaded while the serverless machine learning process is executing; determine smart sampling of data to be used for the serverless machine learning process; and cause the execution of the serverless machine learning process by uploading a package that includes the one or more first libraries to the serverless service, causing the one or more second libraries to be dynamically loaded, and using the portion of the data.

Anmelder

Firma

Capital One Services, LLC

Land

🇺🇸 USA