APPARATUS, METHOD AND PRODUCT FOR OPTIMIZING SOFTWARE SYSTEM WORKLOAD PERFORMANCE SCENARIOS USING MULTIPLE CRITERIA DECISION MAKING

Patent №

US 7,716,151

Granted

2010-05-11

Filed 2007

Owner

INFOSYS TECHNOLOGIES, LTD.

Lab

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11704293

The present technique is an apparatus and method evaluating software performance. The method identifies performance scenarios using a knowledge base and selects the performance scenarios from a context module using operational laws. The system analyzes performance criticality of an application workload. Furthermore, the system comprises a context module that ranks the performance criterions depending on the input and the knowledge base stores and retrieves the performance criterions using the operational laws. The knowledge base comprises the criterions and their relevant ranks based of the application context. The present technique automates classification of performance criterions into benefit and cost categories with the usage of the operational laws.

AI classification

Planning1.00
Knowledge representation1.00
AI hardware1.00
Machine learning0.98
Natural language0.68
Vision0.01
Speech0.00
Evolutionary computation0.00

Ownership

INFOSYS TECHNOLOGIES, LTD.

assignment · 189840250

Assignors

TIWARI, NIDHI, GANESAN, RAJESHWARI

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

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