QUERY EXECUTION UTILIZING PROBABILISTIC INDEXING

Patent №

US 11,645,273

Granted

2023-05-09

Filed 2021

Owner

OCIENT HOLDINGS LLC

Lab

AI components

2

kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17303437

A method for execution by at least one processor of a database system includes indexing a first column via a probabilistic indexing scheme. An IO pipeline that includes a probabilistic index-based IO construct for access of the first column is determined based on a query including a query predicate indicating the first column. The probabilistic index-based IO construct is applied in conjunction with execution of the query via the IO pipeline by applying an index element of the probabilistic index-based IO construct to identify a first subset of rows based on index data of the probabilistic indexing scheme for the first column. A filter element of the probabilistic index-based IO construct is applied to identify ones of a first subset of the plurality of column values corresponding to the first subset of rows that compare favorably to the query predicate.

Knowledge representationPlanningG06F 16/2428G06F 16/2468G06F 16/221G06F 16/2228G06F 16/2282G06N 7/01

AI classification

Knowledge representation0.99
Planning0.95
AI hardware0.44
Machine learning0.33
Natural language0.03
Evolutionary computation0.01
Vision0.00
Speech0.00

Ownership

OCIENT HOLDINGS LLC

assignment · 564220769

Assignors

DHUSE, GREG R., ASHBECK, MATTHEW

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

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