ANALYZING INFORMATION TECHNOLOGY SYSTEMS USING COLLABORATIVE INTELLIGENCE AND DATA ANONIMITY

Patent №

US 7,962,432

Granted

2011-06-14

Filed 2008

Owner

TIMMINS SOFTWARE CORPORATION

Lab

AI components

4

ml · nlp · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11971684

An information technology (IT) system of interest is analyzed using collaborative, community-based sharing of expert knowledge, analysis and advice through user-submitted analysis rules and/or user-submitted report templates. Users may submit rules that have been found to be useful in analyzing or managing IT systems. A rule may analyze a particular item of configuration data or performance data according to a predetermined criterion. Other users may apply these rules to their own systems' data and, thereby, utilize the collective expertise of the people who submitted the rules. Performance and configuration data from IT systems or components of the systems in various enterprises is collected and then sanitized by removing or masking identifying information before storing the sanitized data in a data warehouse. An IT manager may compare data from his/her IT system to historical data from the system or to data from IT systems having similar workloads, configurations, problems or according to other matching criteria, without obtaining confidential information about the comparison systems. Such comparisons may use the user-submitted rules. Reports are generated from these analyses and comparisons according to predefined and/or user-submitted report templates and report component templates for items such as text blocks, tables, graphs, charts and block diagrams.

Machine learningNatural languageKnowledge representationPlanningG06Q 40/04G06Q 10/06H04L 41/0853H04L 41/0856H04L 41/0894G06F 11/1461G06F 11/3409G06F 11/3452+5 more

AI classification

Planning1.00
Machine learning1.00
Natural language0.99
Knowledge representation0.68
Vision0.08
AI hardware0.03
Speech0.01
Evolutionary computation0.00

Ownership

TIMMINS SOFTWARE CORPORATION

assignment · 212620693

Assignors

TIMMINS, PAUL J.

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

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