OPTIMIZATION OF SERVER SELECTION USING EUCLIDEAN ANALYSIS OF SEARCH TERMS

Patent №

US 7,143,085

Granted

2006-11-28

Filed 2002

Owner

INTERNATIONAL BUSINESS MACHINE CORPORATION

+1 more

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10209619

Euclidean analysis is used to define queries in terms of a multi-axis query space where each of the keywords T1, T2, . . . Ti, . . . Tn is assigned an axis in that space. Sets of test queries St for each one from one of a plurality of server sources, are plotted in the query space. Clusters of the search terms are identified based on the proximity of the plotted query vectors to one another. Predominant servers are identified for each of the clusters. When a search query Ss is received, the location of its vector is determined and the servers accessed by the search query Ss are those that are predominant in the cluster which its vector may fall or is in closest proximity to.

Machine learningNatural languageKnowledge representationPlanningAI hardwareG06F 16/906G06F 16/3331G06F 16/951Y10S 707/99931Y10S 707/99932Y10S 707/99933Y10S 707/99936Y10S 707/99937

AI classification

Natural language1.00
Planning0.99
Machine learning0.93
AI hardware0.86
Knowledge representation0.63
Vision0.00
Speech0.00
Evolutionary computation0.00

Ownership

INTERNATIONAL BUSINESS MACHINE CORPORATION

assignment · 131670990

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 133900095

Assignors

BROWN, GREGORY T., DRISSI, YOUSSEF, KIM, MOON JU, KOZAKOY, LEV, LEON-RODRIGUEZ, JUAN, VILALTA, RICARDO, VILALTA, RICARDO

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

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