SYSTEM AND METHOD FOR MONITORING AND MODELING SYSTEM PERFORMANCE

Patent №

US 6,973,415

Granted

2005-12-06

Filed 2004

Owner

SPRINT COMMUNICATIONS COMPANY L.P.

Lab

AI components

2

ml · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10914405

The present invention provides a method for modeling the performance of a system comprising computer software operating on computer hardware. In accordance with the present invention, system performance is modeled by fitting non-linear curves to data points for system performance parameters, such as response time and throughput, as a function of load. Data points may be measured in testing may be measured through monitoring a system operating in a production environment. While a variety of non-linear curves may be used in accordance with the present invention, a logarithmic curve may be used to model system throughput and an exponential curve may be used to model system response time. By defining a relationship between throughput and response time a distance may be calculated between the curves, and this distance may be used to determine an optimal load. Additionally, a graph displaying both throughput and response time as a function of load may be displayed to a system operator in a graphical user interface to facilitate the evaluation of system performance.

Machine learningAI hardwareG05B 23/024G05B 23/0294G06Q 10/06G06Q 10/0639

AI classification

AI hardware0.99
Machine learning0.94
Planning0.33
Natural language0.07
Knowledge representation0.04
Evolutionary computation0.01
Speech0.00
Vision0.00

Ownership

SPRINT COMMUNICATIONS COMPANY L.P.

assignment · 156780911

Assignors

SAGHIER, DEAN LEE, WASHBURN, BRIAN, SCHRODER, SCOTT

On an employer assignment, the assignors are typically the inventors.

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