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dc.contributor.advisorRíos Viqueira, José Ramón
dc.contributor.advisorCotos Yáñez, José Manuel
dc.contributor.authorVillarroya Fernández, Sebastián
dc.date.accessioned2018-12-28T10:10:21Z
dc.date.available2018-12-28T10:10:21Z
dc.date.issued2018
dc.identifier.urihttp://hdl.handle.net/10347/18045
dc.description.abstractA generic framework for spatio-temporal observation data acquisition and declarative analytical processing has been designed and implemented in this Thesis. The main contributions of this Thesis may be summarized as follows: 1) generalization of a data acquisition and dissemination server, with great applicability in many scientific and industrial domains, providing flexibility in the incorporation of different technologies for data acquisition, data persistence and data dissemination, 2) definition of a new hybrid logical-functional paradigm to formalize a novel data model for the integrated management of entity and sampled data, 3) definition of a novel spatio-temporal declarative data analysis language for the previous data model, 4) definition of a data warehouse data model supporting observation data semantics, including application of the above language to the declarative definition of observation processes executed during observation data load, and 5) column-oriented parallel and distributed implementation of the spatial analysis declarative language. The huge amount of data to be processed forces the exploitation of current multi-core hardware architectures and multi-node cluster infrastructures.
dc.language.isoeng
dc.rightsAttribution-NonCommercial-NoDerivatives 4.0 Internacional
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subjectSpatio-temporal Observation Data
dc.subjectDeclarative Analytical Processing
dc.subjectIntegrated Entity-Raster Data Managenent
dc.subjectDistributed Column Oriented Processing
dc.subject.classificationMaterias::Investigación::12 Matemáticas::1203 Ciencia de los ordenadores::120312 Bancos de datos
dc.subject.classificationMaterias::Investigación::12 Matemáticas::1203 Ciencia de los ordenadores::120318 Sistemas de información, diseño componentes
dc.titleAcquisition and Declarative Analytical Processing of Spatio-Temporal Observation Data
dc.typedoctoral thesis
dc.rights.accessRightsopen access
dc.contributor.affiliationUniversidade de Santiago de Compostela. Centro Internacional de Estudos de Doutoramento e Avanzados (CIEDUS)
dc.contributor.affiliationUniversidade de Santiago de Compostela. Escola de Doutoramento Internacional en Ciencias e Tecnoloxía
dc.contributor.affiliationUniversidade de Santiago de Compostela. Programa de Doutoramento en Investigación en Tecnoloxías da Información


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