Process View for a Data Stream Processing Strategy based on Measurement Metadata

The data stream processing strategy based on measurement metadata, is an enhanced approach that relies on a measurement and evaluation conceptual framework. The strategy uses measures (data sets) and their linked metadata to incorporate detective and predictive behavior as well as to trigger alarms...

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Detalles Bibliográficos
Autores principales: Diván, Mario José, Olsina, Luis
Formato: Articulo
Lenguaje:Inglés
Publicado: 2014
Materias:
Ciencias Informáticas
Data streams
Process
Measure
Metadata
C-INCAMI
SPEM
Acceso en línea:http://sedici.unlp.edu.ar/handle/10915/135219
https://publicaciones.sadio.org.ar/index.php/EJS/article/view/39
Aporte de:
SEDICI (UNLP) de Universidad Nacional de La Plata
id I19-R120-10915-135219
record_format dspace
institution Universidad Nacional de La Plata
institution_str I-19
repository_str R-120
collection SEDICI (UNLP)
language Inglés
topic Ciencias Informáticas
Data streams
Process
Measure
Metadata
C-INCAMI
SPEM
spellingShingle Ciencias Informáticas
Data streams
Process
Measure
Metadata
C-INCAMI
SPEM
Diván, Mario José
Olsina, Luis
Process View for a Data Stream Processing Strategy based on Measurement Metadata
topic_facet Ciencias Informáticas
Data streams
Process
Measure
Metadata
C-INCAMI
SPEM
description The data stream processing strategy based on measurement metadata, is an enhanced approach that relies on a measurement and evaluation conceptual framework. The strategy uses measures (data sets) and their linked metadata to incorporate detective and predictive behavior as well as to trigger alarms in a proactive way. This work discusses the process formalization for its data stream processing components, and their interactions. The process specification is based on the SPEM language, and the main specified activities ranges from data source configuration of heterogeneous data sources, to statistical analysis and classifiers for decision making. As result, the proposed strategy becomes more consistent, repeatable and communicable from the process modeling viewpoint. Also, to illustrate the approach, excerpts of a developed outpatient monitoring system are used.
format Articulo
Articulo
author Diván, Mario José
Olsina, Luis
author_facet Diván, Mario José
Olsina, Luis
author_sort Diván, Mario José
title Process View for a Data Stream Processing Strategy based on Measurement Metadata
title_short Process View for a Data Stream Processing Strategy based on Measurement Metadata
title_full Process View for a Data Stream Processing Strategy based on Measurement Metadata
title_fullStr Process View for a Data Stream Processing Strategy based on Measurement Metadata
title_full_unstemmed Process View for a Data Stream Processing Strategy based on Measurement Metadata
title_sort process view for a data stream processing strategy based on measurement metadata
publishDate 2014
url http://sedici.unlp.edu.ar/handle/10915/135219
https://publicaciones.sadio.org.ar/index.php/EJS/article/view/39
work_keys_str_mv AT divanmariojose processviewforadatastreamprocessingstrategybasedonmeasurementmetadata
AT olsinaluis processviewforadatastreamprocessingstrategybasedonmeasurementmetadata
bdutipo_str Repositorios
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