Patent · US Active

Using tiered storage and ISTIO to satisfy SLA in model serving and updates

US10972364B2 · kind B2 · utility

1Cited by

4References

20Claims

0Family size

Assignee

Cisco Technology, Inc. · US

Inventors

Johnu George · Kanchinakote, IN
Amit Kumar Saha · Kanchinakote, IN

Key dates

Filing date	May 15, 2019
Grant date	Apr 6, 2021
Priority date	—
Expiry date	Jun 6, 2039

Classification

Technology area (CPC H)Electricity
CPC primaryH04L43/0852
WIPO fieldDigital communication
WIPO sectorElectrical engineering

Abstract

Systems, methods, and computer-readable storage media are provided for storing machine learned models in a tiered storage. The model serving network evaluates where the models should be stored based on the model corresponding service level agreement. The model is generally stored at the lowest tiered storage device that is still capable of satisfying the model's service level agreement. In this way, the model serving network aims to store data that achieves the cheapest cost.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.