The Next Information Architecture Evolution: The Data Lake Wave - Archive ouverte HAL Accéder directement au contenu
Communication Dans Un Congrès Année : 2016

The Next Information Architecture Evolution: The Data Lake Wave

Résumé

Data warehouses and data marts have long been considered as the unique solution for providing end-users with decisional information. More recently, data lakes have been proposed in order to govern data swamps. However, no formal definition has been proposed in the literature. Existing works are not complete and miss important parts of the topic. In particular , they do not focus on the influence of the data gravity , the infrastructure role of those solutions and of course are proposing divergent definitions and positioning regarding the usage and the interaction with existing decision support system. In this paper, we propose a novel definition of data lakes, together with a comparison with other over several criteria as the way to populate them, how to use, what is the Data Lake end user profile. We claim that data lakes are complementary components in decisional information systems and we discuss their position and interactions regarding the other components by proposing an interaction model.
Fichier principal
Vignette du fichier
lirmm-01399005v1.pdf (695.06 Ko) Télécharger le fichier
Origine : Fichiers éditeurs autorisés sur une archive ouverte
Loading...

Dates et versions

lirmm-01399005 , version 1 (07-10-2019)

Identifiants

  • HAL Id : lirmm-01399005 , version 1

Citer

Cédrine Madera, Anne Laurent. The Next Information Architecture Evolution: The Data Lake Wave. MEDES: Management of Digital EcoSystems, Nov 2016, Hendaye, France. ⟨lirmm-01399005⟩
265 Consultations
2410 Téléchargements

Partager

Gmail Facebook X LinkedIn More