Invention Grant
US07698249B2 System and method for predicting hardware and/or software metrics in a computer system using models
有权
用于使用模型预测计算机系统中的硬件和/或软件度量的系统和方法
- Patent Title: System and method for predicting hardware and/or software metrics in a computer system using models
- Patent Title (中): 用于使用模型预测计算机系统中的硬件和/或软件度量的系统和方法
-
Application No.: US11625392Application Date: 2007-01-22
-
Publication No.: US07698249B2Publication Date: 2010-04-13
- Inventor: Alper Buyuktosunoglu , Ruhi Sarikaya
- Applicant: Alper Buyuktosunoglu , Ruhi Sarikaya
- Applicant Address: US NY Armonk
- Assignee: International Business Machines Corporation
- Current Assignee: International Business Machines Corporation
- Current Assignee Address: US NY Armonk
- Agency: Ryan, Mason & Lewis, LLP
- Main IPC: G06F17/00
- IPC: G06F17/00 ; G06F19/00

Abstract:
An objective function is dynamically chosen from a pool of available objective functions, and a prediction model is dynamically chosen from a pool of available prediction models. Points of inflection are determined for the chosen objective function, based on past values of a metric, to obtain a set of equations that can be solved to obtain model parameters associated with the chosen prediction model. The equations are solved to obtain the model parameters, and a future value of the metric is predicted based on (i) at least some of the past values of the metric and (ii) the chosen prediction model, with the obtained associated model parameters.
Public/Granted literature
- US20080177686A1 Apparatus And Method For Predicting A Metric Associated With A Computer System Public/Granted day:2008-07-24
Information query