Observatorio de I+D+i UPM

Memorias de investigación
Ponencias en congresos:
Replication Data Management: Needs and Solutions - An Initial Evaluation of Conceptual Approaches for Integrating Heterogeneous Replication Study Data
Año:2013
Áreas de investigación
  • Ciencias de la computación y tecnología informática
Datos
Descripción
Replication Data Management (RDM) aims at enabling the use of data collections from several iterations of an experiment. However, there are several major challenges to RDM from integrating data models and data from empirical study infrastructures that were not designed to cooperate, e.g., data model variation of local data sources. [Objective] In this paper we analyze RDM needs and evaluate conceptual RDM approaches to support replication researchers. [Method] We adapted the ATAM evaluation process to (a) analyze RDM use cases and needs of empirical replication study research groups and (b) compare three conceptual approaches to address these RDM needs: central data repositories with a fixed data model, heterogeneous local repositories, and an empirical ecosystem. [Results] While the central and local approaches have major issues that are hard to resolve in practice, the empirical ecosystem allows bridging current gaps in RDM from heterogeneous data sources. [Conclusions] The empirical ecosystem approach should be explored in diverse empirical environments.
Internacional
Si
Nombre congreso
International Symposium on Empirical Software Engineering and Measurement (ESEM)
Tipo de participación
960
Lugar del congreso
Baltimore, Mareyland (USA)
Revisores
Si
ISBN o ISSN
978-0-7695-5056-5
DOI
http://dx.doi.org/10.1109/ESEM.2013.60
Fecha inicio congreso
10/10/2013
Fecha fin congreso
11/10/2013
Desde la página
233
Hasta la página
242
Título de las actas
Proceedings International Symposium on Empirical Software Engineering and Measurement (ESEM)
Esta actividad pertenece a memorias de investigación
Participantes
  • Autor: Stefan Biffl (Institute of Software Technology and Interactive Systems)
  • Autor: Estefanía Serral (Institute of Software Technology and Interactive Systems)
  • Autor: Dietmar Winkler (Institute of Software Technology and Interactive Systems)
  • Autor: Natalia Juristo Juzgado (UPM)
  • Autor: Oscar Dieste Tubio (UPM)
  • Autor: Nelly Condori Fernández (ProS Research Center, Universitat Politècnica de València)
Grupos de investigación, Departamentos, Centros e Institutos de I+D+i relacionados
  • Creador: Grupo de Investigación: Ingeniería del Software
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