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:
Oct. 11, 2022
Filed:
Oct. 04, 2018
Hewlett Packard Enterprise Development Lp, Houston, TX (US);
Satish Kumar Mopur, Bangalore, IN;
Saikat Mukherjee, Bangalore, IN;
Gunalan Perumal Vijayan, Bangalore, IN;
Sridhar Balachandriah, Bangalore, IN;
Ashutosh Agrawal, Bangalore, IN;
Krishnaprasad Lingadahalli Shastry, Bangalore, IN;
Gregory S. Battas, Fishers, IN (US);
Hewlett Packard Enterprise Development LP, Houston, TX (US);
Abstract
The disclosure relates to a framework for dynamic management of analytic functions such as data processors and machine learned ('ML') models for an Internet of Things intelligent edge that addresses management of the lifecycle of the analytic functions from creation to execution, in production. The end user will be seamlessly able to check in an analytic function, version it, deploy it, evaluate model performance and deploy refined versions into the data flows at the edge or core dynamically for existing and new end points. The framework comprises a hypergraph-based model as a foundation, and may use a microservices architecture with the ML infrastructure and models deployed as containerized microservices.