SYSTEM AND METHOD FOR DETERMINING A SUBSET OF TRANSACTIONS OF A COMPUTING SYSTEM FOR USE IN DETERMINING RESOURCE COSTS

Patent №

US 7,779,127

Granted

2010-08-17

Filed 2007

Owner

HEWLETT-PACKARD DEVELOPMENT COMPANY, L.P., A TEXAS LIMITED PARTNERSHIP

Lab

AI components

3

ml · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11684567

A method comprises receiving a representative workload of a computing system, where the representative workload comprises a plurality of composite transactions. In certain embodiments, the representative workload is a historical workload of a computing system. In general, a composite transaction refers to a transaction that comprises a plurality of embedded transactions. The method further comprises determining a subset of the plurality of composite transactions for which a corresponding resource cost is to be determined; and determining, based at least in part on a statistical regression-based analysis, a resource cost for the composite transaction(s) in the determined subset, where the resource cost reflects an amount of utilization of at least one resource of the computing system in serving the composite transaction(s).

AI classification

AI hardware0.97
Machine learning0.96
Planning0.90
Evolutionary computation0.16
Vision0.04
Natural language0.01
Knowledge representation0.00
Speech0.00

Ownership

HEWLETT-PACKARD DEVELOPMENT COMPANY, L.P., A TEXAS LIMITED PARTNERSHIP

assignment · 189910071

Assignors

CHERKASOVA, LUDMILA, ZHANG, QI, MATHEWS, GUY, GREENE, WAYNE

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

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