AVOIDANCE OF INTERMEDIATE DATA SKEW IN A MASSIVE PARALLEL PROCESSING ENVIRONMENT

Patent №

US 9,569,494

Granted

2017-02-14

Filed 2014

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

2

vision · evo

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14312879

A computer-implemented method for minimizing join operation processing time within a database system based on estimated joined table spread of the database system has been provided. The computer-implemented method includes estimating value distribution of data in a joined table, wherein the joined table is a result of join operation between two instances of tables of a database system. The computer-implemented method further includes determining boundaries for partitioning at least one range of attributes of the estimated value distribution, wherein the boundaries for partitioning at least one range of attributes of the estimated value distribution corresponds to a same number of rows of the joined table. The computer-implemented method further includes determining at least one assignment of the determined partition of the at least one range of attributes to processing units of the database system.

VisionEvolutionary computationG06F 16/24544G06F 16/2255G06F 16/24545G06F 16/2456G06F 16/24561

AI classification

Evolutionary computation0.82
Vision0.51
Planning0.42
AI hardware0.37
Knowledge representation0.03
Machine learning0.01
Natural language0.00
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 331640799

Assignors

GAZA, LUKASZ, GRUSZECKI, ARTUR M., KAZALSKI, TOMASZ, MILKA, GRZEGORZ S., SKIBSKI, KONRAD K., STRADOMSKI, TOMASZ

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

From the same owner

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