EFFICIENT QUERYING USING OVERVIEW LAYERS OF GEOSPATIAL-TEMPORAL DATA IN A DATA ANALYTICS PLATFORM
Patent №
US 11,360,970
Granted
2022-06-14
Filed 2018
Owner
INTERNATIONAL BUSINESS MACHINES CORPORATION
Lab
AI components
4
ml · nlp · kr · planning
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
16188964
A computer-implemented method includes accessing, by a processing unit, an existing layer representing geospatial-temporal data at a selected timestamp. A first overview layer of the existing layer is generated by iteratively aggregating each cluster of cells of the existing layer into a corresponding lower-resolution cell of the first overview layer. The first overview layer therefore has a lower resolution than the existing layer. A query is received related to the geospatial-temporal data in the existing layer, and the query is processed with reference to the first overview layer.
AI classification
Ownership
INTERNATIONAL BUSINESS MACHINES CORPORATION
assignment · 475430822
Assignors
FREITAG, MARCUS OLIVER, ALBRECHT, CONRAD M., MARIANNO, FERNANDO, LU, SIYUAN, HAMANN, HENDRIK F., SCHMUDE, JOHANNES WALTER
On an employer assignment, the assignors are typically the inventors.