Patent · US Active

Cloud provisioning accelerator

US8826277B2 · kind B2 · utility

33Cited by

1References

18Claims

0Family size

Assignee

International Business Machines Corporation · US

Inventors

Rong N. Chang · Pleasantville, US
Mihwa Choi · Cambridge, US
Yexi Jiang · Miami, US
Meir M. Laker · Spring Valley, US
Chang-Shing Perng · Goldens Bridge, US
Hidayatullah Habeebullah Shaikh · Potsdam, US
Edward Cholchin So · Great Neck, US
Tao Tao · Nanjing, CN

Key dates

Filing date	Nov 29, 2011
Grant date	Sep 2, 2014
Priority date	—
Expiry date	Oct 30, 2032

Classification

Technology area (CPC G)Physics
CPC primaryG06F2209/5019
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

High level characteristics are extracted from a virtual machine provisioning request stream for a cloud computing environment. A plurality of prediction models are generated for a plurality of different types of virtual machines. A regression-correlation ensemble is applied to appropriate ones of the prediction models to predict future virtual machine demand for the cloud computing environment.

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