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Data Block and Tuple Identification Using Master Index

Relational databases are still very often used as a data storage, even for the sensor oriented data. Each data tuple is logically stored in the table referenced by relationships between individual tables. From the physical point of view, data are stored in the data files delimited by the tablespaces...

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Detalles Bibliográficos
Autores principales: Kvet, Michal, Matiasko, Karol
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7181049/
https://www.ncbi.nlm.nih.gov/pubmed/32225095
http://dx.doi.org/10.3390/s20071848
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author Kvet, Michal
Matiasko, Karol
author_facet Kvet, Michal
Matiasko, Karol
author_sort Kvet, Michal
collection PubMed
description Relational databases are still very often used as a data storage, even for the sensor oriented data. Each data tuple is logically stored in the table referenced by relationships between individual tables. From the physical point of view, data are stored in the data files delimited by the tablespaces. Files are block-oriented. When retrieving data, particular blocks must be identified and transferred into the memory for the evaluation and processing. This paper deals with storage principles and proposes own methods for effective data block location and identification if no suitable index for the query is present in the system. Thanks to that, the performance of the whole system is optimized, and the processing time and costs are significantly lowered. The proposed solution is based on the master index, which points just to the blocks with relevant data. Thus, no sequential block scanning is necessary for consuming many system resources. The paper analyzes the impact of block size, which can have a significant impact on sensor oriented data, as well.
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spelling pubmed-71810492020-04-30 Data Block and Tuple Identification Using Master Index Kvet, Michal Matiasko, Karol Sensors (Basel) Article Relational databases are still very often used as a data storage, even for the sensor oriented data. Each data tuple is logically stored in the table referenced by relationships between individual tables. From the physical point of view, data are stored in the data files delimited by the tablespaces. Files are block-oriented. When retrieving data, particular blocks must be identified and transferred into the memory for the evaluation and processing. This paper deals with storage principles and proposes own methods for effective data block location and identification if no suitable index for the query is present in the system. Thanks to that, the performance of the whole system is optimized, and the processing time and costs are significantly lowered. The proposed solution is based on the master index, which points just to the blocks with relevant data. Thus, no sequential block scanning is necessary for consuming many system resources. The paper analyzes the impact of block size, which can have a significant impact on sensor oriented data, as well. MDPI 2020-03-26 /pmc/articles/PMC7181049/ /pubmed/32225095 http://dx.doi.org/10.3390/s20071848 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Kvet, Michal
Matiasko, Karol
Data Block and Tuple Identification Using Master Index
title Data Block and Tuple Identification Using Master Index
title_full Data Block and Tuple Identification Using Master Index
title_fullStr Data Block and Tuple Identification Using Master Index
title_full_unstemmed Data Block and Tuple Identification Using Master Index
title_short Data Block and Tuple Identification Using Master Index
title_sort data block and tuple identification using master index
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7181049/
https://www.ncbi.nlm.nih.gov/pubmed/32225095
http://dx.doi.org/10.3390/s20071848
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