PRUNING OF COLUMNS IN SYNOPSIS TABLES

Patent №

US 10,691,687

Granted

2020-06-23

Filed 2017

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

3

nlp · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15845246

Embodiments of the present invention provide systems and methods for data management. Synopsis tables have been found to be more effective for maintaining a high level of system performance while answering analytical queries. Synopsis tables, which contain MAX, MIN, and Bloom filter columns, may be modified by dropping ineffective data content within these columns and regenerating dropped data when beneficial. By automatically modifying data, database queries may be optimized.

AI classification

Natural language1.00
Planning0.96
Knowledge representation0.87
Machine learning0.10
AI hardware0.08
Evolutionary computation0.00
Speech0.00
Vision0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 448890958

Assignors

FINLAY, IAN R., GARCIA-ARELLANO, CHRISTIAN M., STORM, ADAM J., ZUZARTE, CALISTO P.

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

From the same owner

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