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Title:
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Model and requirements for a multiresolution time series database management system
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Author:
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Llusà Serra, Aleix; Escobet Canal, Teresa; Vila Marta, Sebastià
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Other authors:
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Universitat Politècnica de Catalunya. Departament de Disseny i Programació de Sistemes Electrònics; Universitat Politècnica de Catalunya. SAC - Sistemes Avançats de Control; Universitat Politècnica de Catalunya. GIE - Grup d'Informàtica a l'Enginyeria |
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Abstract:
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In this paper we define a model for multiresolution time series database management systems. The main objective is to store compactly a time series and manage consistently its temporal dimension. It is achieved by extracting diferent resolutions and attributes summaries from the time series.
Our work is concerned in putting together two areas of study: time series analysis and database management systems (DBMS). Time series analysis offers a great deal of methodologies and algorithms to process time series data and database field provides software expertise in managing data. Therefore it is of primary relevance that DBMS support time series. |
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Subject(s):
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-Àrees temàtiques de la UPC::Informàtica::Sistemes d'informació::Bases de dades
-time series, data model, database systems, monitoring systems
-Database management
-Time-series analysis
-Bases de dades -- Gestió
-Sèries temporals -- Anàlisi |
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Rights:
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Document type:
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Article - Draft
Report |
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