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Title:

Advancements of Randomized Data Structures for Geospatial Data

Document type:
Konferenzbeitrag
Contribution type:
Textbeitrag / Aufsatz
Author(s):
Walther, Paul
Abstract:
Increasing amount of geospatial data acquired by various sensory improvements and increased governmental and societal interest in creating this data, results in rising issues in data storage and processing for this data type. Therefore this work describes the setting for a probabilistic data structure based on Random Projections and Bloom Filters to enable a more efficient processing of geospatial data. The paper states four research questions, which, apart from general considerations on probab...     »
Keywords:
geospatial data, geo-data management, randomized data structures, bloom filter, geographic information systems
Book / Congress title:
Proceedings of the Workshops of the EDBT/ICDT 2024 Joint Conference co-located with the EDBT/ICDT 2024 Joint Conference
Date of publication:
16.03.2024
Year:
2024
Pages:
4
Bookseries volume:
3651
Bookseries ISSN:
1613-0073
Reviewed:
ja
Language:
en
Publication format:
WWW
WWW:
https://ceur-ws.org/Vol-3651/PhDW-1.pdf
Semester:
WS 23-24
TUM Institution:
Professur für Big Geospatial Data Management
Copyright statement:
Creative Commons License Attribution 4.0 International (CC BY 4.0)
Format:
Text
CC license:
by, http://creativecommons.org/licenses/by/4.0
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