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:
Aug. 19, 2025
Filed:
Oct. 19, 2020
Splunk Inc., San Francisco, CA (US);
Chinmay Madhav Kulkarni, Sunnyvale, CA (US);
Lin Ma, Burnaby, CA;
Amir Malekpour, Vancouver, CA;
Mohan Rajagopalan, Mountain View, CA (US);
John C. Reed, Saratoga, CA (US);
Ram Sriharsha, Oakland, CA (US);
Cisco Technology, Inc., San Jose, CA (US);
Abstract
A computer-implemented method is disclosed that includes operations of receiving a request to store a representation of a machine learning (ML) model in a non-transitory computer-readable medium, validating the representation of the ML model, and storing the representation of the ML model. The representation of the ML model may be a computation graph, and further, the computation graph may be a format for representing ML models through a defined common set of operators and a common file format. Validating the representation of the ML model may include verifying an input schema of the representation of the ML model is compatible with an input schema of the ML model. The method may include further operations of deserializing the representation of the ML model, wherein a successful deserialization indicates that the representation of the ML model is valid and secure.