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dc.contributor.advisor | Ríos Viqueira, José Ramón |
dc.contributor.advisor | Cotos Yáñez, José Manuel |
dc.contributor.author | Villarroya Fernández, Sebastián |
dc.date.accessioned | 2018-12-28T10:10:21Z |
dc.date.available | 2018-12-28T10:10:21Z |
dc.date.issued | 2018 |
dc.identifier.uri | http://hdl.handle.net/10347/18045 |
dc.description.abstract | A 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.iso | eng |
dc.rights | Attribution-NonCommercial-NoDerivatives 4.0 Internacional |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/4.0/ |
dc.subject | Spatio-temporal Observation Data |
dc.subject | Declarative Analytical Processing |
dc.subject | Integrated Entity-Raster Data Managenent |
dc.subject | Distributed Column Oriented Processing |
dc.subject.classification | Materias::Investigación::12 Matemáticas::1203 Ciencia de los ordenadores::120312 Bancos de datos |
dc.subject.classification | Materias::Investigación::12 Matemáticas::1203 Ciencia de los ordenadores::120318 Sistemas de información, diseño componentes |
dc.title | Acquisition and Declarative Analytical Processing of Spatio-Temporal Observation Data |
dc.type | doctoral thesis |
dc.rights.accessRights | open access |
dc.contributor.affiliation | Universidade de Santiago de Compostela. Centro Internacional de Estudos de Doutoramento e Avanzados (CIEDUS) |
dc.contributor.affiliation | Universidade de Santiago de Compostela. Escola de Doutoramento Internacional en Ciencias e Tecnoloxía |
dc.contributor.affiliation | Universidade de Santiago de Compostela. Programa de Doutoramento en Investigación en Tecnoloxías da Información |