SparkNN: A Distributed In-Memory Data Partitioning for KNN Queries on Big Spatial Data

The increase in GPS-enabled devices and proliferation of location-based applications have resulted in an abundance of geotagged (spatial) data. As a consequence, numerous applications have emerged that utilize the spatial data to provide different types of location-based services. However, the huge...

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Bibliographic Details
Main Authors: Zaher Al Aghbari, Tasneem Ismail, Ibrahim Kamel
Format: Article
Language:English
Published: Ubiquity Press 2020-08-01
Series:Data Science Journal
Subjects:
Online Access:https://datascience.codata.org/articles/1080