METHOD AND SYSTEM FOR PERFORMING RANGE MAX/MIN QUERIES ON A DATA CUBE

Patent №

US 5,926,820

Granted

1999-07-20

Filed 1997

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

1

kr

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

08808046

A method for performing a range max/min query in a database, in which the data is represented as a multi-dimensional data cube, is disclosed. The method comprises the steps of: partitioning the data cube into multi-level multi-dimensional blocks which are represented by a tree structure; determining the index to the maximum or minimum value for each block; generating a range max/min result from the values of the cells selected from the cells in the query region Q, and the cells referenced by the indexes at the nodes corresponding to the cells in the query region Q, using the tree structure and determined cell indexes. A branch-and-bound method is used to repeatedly reduce the size of the query region from a cell within the region, based on sub-trees whose roots are cells in the region. To further improve the method performance, one or more reference arrays may also be used to quickly traverse the tree in determining the max/min cell indexes.

Knowledge representationG06F 16/2264G06F 16/2246G06F 16/24556Y10S 707/99935

AI classification

Knowledge representation0.96
Evolutionary computation0.09
Machine learning0.05
Planning0.05
AI hardware0.04
Vision0.01
Speech0.00
Natural language0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 86650451

Assignors

AGRAWAL, RAKESH, HO, CHING-TIEN, MEGIDDO, NIMROD

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

From the same owner

© 2026 NYSGPT2525 LLC