The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Jul. 23, 2024
Filed:
Jun. 06, 2018
Amazon Technologies, Inc., Seattle, WA (US);
Charles Drummond Swan, Seattle, WA (US);
Edo Liberty, New York, NY (US);
Steven Andrew Loeppky, Seattle, WA (US);
Stefano Stefani, Issaquah, WA (US);
Alexander Johannes Smola, Sunnyvale, CA (US);
Swaminathan Sivasubramanian, Sammamish, WA (US);
Craig Wiley, Redmond, WA (US);
Richard Shawn Bice, Sammamish, WA (US);
Thomas Albert Faulhaber, Jr., Seattle, WA (US);
Taylor Goodhart, Issaquah, WA (US);
Amazon Technologies, Inc., Seattle, WA (US);
Abstract
Techniques for using scoring algorithms utilizing containers for flexible machine learning inference are described. In some embodiments, a request to host a machine learning (ML) model within a service provider network on behalf of a user is received, the request identifying an endpoint to perform scoring using the ML model. An endpoint is initialized as a container running on a virtual machine based on a container image and used to score data and return a result of said scoring to a user device.