Patent · US Active

Techniques for analytics-driven hybrid concurrency control in clouds

US10015062B2 · kind B2 · utility

0Cited by

0References

20Claims

0Family size

Assignee

Telefonaktiebolaget LM Ericsson (Publ) · SE

Inventors

Eugen Feller · San Francisco, US
Julien Forgeat · San Jose, US
Muhammad Mudassar Nazar · Lahore, PK

Key dates

Filing date	Nov 23, 2015
Grant date	Jul 3, 2018
Priority date	—
Expiry date	Jul 1, 2036

Classification

Technology area (CPC H)Electricity
CPC primaryH04L41/0894
WIPO fieldDigital communication
WIPO sectorElectrical engineering

Abstract

Exemplary techniques for analytics-driven hybrid concurrency control in clouds are disclosed that include a hybrid resource allocation module that can concurrently utilize an optimistic allocation scheme alongside a pessimistic allocation scheme. Machine learning techniques utilizing previous activity history of applications can be used to train a cluster model that is integrated by a hybrid resource allocation module to classify applications in either a pessimistic cluster or an optimistic cluster that identifies under which scheme requests from the applications will be processed.

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