METHOD AND PROCESS OF QUERY OPTIMIZATION TO A GIVEN ENVIRONMENT VIA SPECIFIC ABSTRACTION LAYER DOMAIN KNOWLEDGE

Patent №

US 8,548,985

Granted

2013-10-01

Filed 2004

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

2

kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10977765

Methods and apparatus for optimizing an abstract query are disclosed. Embodiments of the present invention allow an abstract database to optimize an abstract query composed from a set of logical fields. Each logical field includes a field name and an access method used to map the logical field to an underlying physical representation of the data. After a user composes an abstract query and submits it for execution, a runtime component and optimization component may be configured to resolve the abstract query to a physical query of the underlying physical data source using an access method associated with each logical field. In addition, as the runtime component builds a query consistent with the schema of the underlying database, an optimizing component may modify the query using any suitable optimization techniques. Different optimization techniques include optimizations based on logical field metadata, optimizations based on the underlying physical data repositories referenced by an access method and optimizations based on the relationships between logical fields or underlying data structures.

AI classification

Knowledge representation1.00
Planning1.00
Machine learning0.50
AI hardware0.35
Natural language0.25
Evolutionary computation0.00
Speech0.00
Vision0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 157680254

Assignors

DETTINGER, RICHARD D., DRUCKER, TRAVIS M., MURAS, BRIAN R., TENNER, JEFFREY W.

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

From the same owner

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