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Applying MDA to the development of data warehouses

Jose-Norberto Mazon, Juan Trujillo, Manuel Serrano, Mario Piattini
2005 Proceedings of the 8th ACM international workshop on Data warehousing and OLAP - DOLAP  
Different modeling approaches have been proposed to overcome every design pitfall of the development of the different parts of a data warehouse (DW) system.  ...  Then, we define MD 2 A (MultiDimensional Model Driven Architecture), an approach for applying the MDA framework to one of the stages of the DW development: multidimensional (MD) modeling.  ...  Data Warehouse layer within our framework described in section 4. The basis for designing this repository is the MD modeling, thus we apply MDA to MD modeling.  ... 
doi:10.1145/1097002.1097012 dblp:conf/dolap/MazonTSP05 fatcat:fsgj37m3qnaubkml7mdqloxsl4

A Model Driven Architecture Approach to Generate Multidimensional Schemas of Data Warehouses

Amine Azzaoui, Ouzayr Rabhi, Ayyoub Mani
2019 International Journal of Online and Biomedical Engineering (iJOE)  
To apply the MDA approach to the Data warehouse construction process, we describe a multidimensional meta-model and specify a set of transformations from a UML meta-model which is mapped to a multidimensional  ...  Which is why, in this paper, we present a model-driven approach (MDA) for the design of data warehouses.  ...  The key to the MDA approach is the importance of models in the software development process. In the MDA, the software development process is driven by the modeling activity of the software system.  ... 
doi:10.3991/ijoe.v15i12.10720 fatcat:svczcspeonaltj2syfg5dxdbwu

Transforming Conceptual Model into Logical Model for Temporal Data Warehouse Security: A Case Study

Marwa S, Mohamed E., Laila M., Yehia K.
2012 International Journal of Advanced Computer Science and Applications  
This paper proposes a set of rules to transform PIM model for secure temporal data warehouse (TDW) to PSM model, we apply the QVT language to the development of a secure data warehouse by means of a case  ...  In this paper, we are using the Model Driven Architecture (MDA) approach to represent logical model requirements for secure Temporal Data Warehouses (TDW).  ...  Our research efforts are thus applied to the development of secure DWs considering confidentiality issues during the whole development process, from an early development stage to the logical model.  ... 
doi:10.14569/ijacsa.2012.030320 fatcat:o3gamnxhwvhzblbc5bonmws7ci

Incorporating Traceability in Conceptual Models for Data Warehouses by Using MDA [chapter]

Alejandro Maté, Juan Trujillo
2011 Lecture Notes in Computer Science  
been applied in other areas as a means of:Cutting costs and time required for the development process Minimize the number of errors and impact of changes introduced Enable support for automatic analysis  ...  Introduction Data Warehouse Integrates several heterogeneous data sources in support of management's decisions Introduction Building a Data Warehouse [Giorgini et al. 2008 ] [Mazón et al. 2008] Requires  ... 
doi:10.1007/978-3-642-24606-7_36 fatcat:dxgte4efgbcjrnadihai5iryre

MDA based Approach towards Implementation of Multi-Dimensional Database for Banking System

Amit Seth, Akhilesh Yadav, Shubha Jain
2013 International Journal of Computer Applications  
requirement and MDA approach also gives the better environment to the database developer.  ...  database to leverage of impact factor like resolve the matter of inefficiency, transaction time, decrease maintenance cost, Customer satisfaction, Portability, increases productive, less disk storage  ...  In other paper Applying MDA in Traditional Database-based Application Development and also discussing in this paper problems applying in traditional database based application development [1] .In my last  ... 
doi:10.5120/9988-4827 fatcat:nehipe7vnrhw7p5f4hevr7kybe

Toward a New Approach for Modeling Dependability of Data Warehouse System [article]

I. Hilal, N. Afifi, R. Filali Hilali, M. Ouzzif
2013 arXiv   pre-print
The practice of "fix it later" can cause the obsolescence of the entire Data Warehouse System.  ...  The sustainability of any Data Warehouse System (DWS) is closely correlated with user satisfaction.  ...  INTRODUCTION Data Warehouse Systems (DWS) are specially used by decision makers to analyze the status and the development of their organization [1] , based on a large amount of enterprise information  ... 
arXiv:1311.1181v1 fatcat:aql7jqmpbnhq5hix763wrbgdny

Designing Data Warehouses for Geographic OLAP Querying by Using MDA [chapter]

Octavio Glorio, Juan Trujillo
2009 Lecture Notes in Computer Science  
To overcome these problems, we have defined a model driven approach to accomplish Geographic Data Warehouse (GDW) development.  ...  However, the development and operation of those systems is still a complex task due to methodologies followed.  ...  Octavio Glorio is funded by the University of Alicante under the 11 th Latin American grant program.  ... 
doi:10.1007/978-3-642-02454-2_36 fatcat:atli3iivmjfulel4veqo2nqqha

Relational Databases Ingestion into a NoSQL Data Warehouse [article]

Fatma Abdelhedi, Rym Jemmali, Gilles Zurfluh
2022 arXiv   pre-print
Our work is part of this context and concerns more particularly the mechanisms to extract datasets stored in a Data Lake and to store the data in a Data Warehouse.  ...  The digital transformation of companies has led to the evolution of databases towards Big Data.  ...  The mechanism we have developed in ConvertLinks is not based on the expression of MDA rules but corresponds to an algorithmic process.  ... 
arXiv:2203.06949v1 fatcat:t2xaxh7dunhqhfonn2sxv4f3he

Design method for a Historical Data Warehouse, explicit valid time in multidimensional models

Carlos G Neil, Marcelo E De Vincenzi, Claudia F Pons
2014 Ingeniare : Revista Chilena de Ingeniería  
The Historical DW design is framed in the MDD approach, a strategy that allows, through successive automatic transformations, to obtain one of the implementations of the model in a Relational Data Base  ...  The objective of this model is to solve the temporal limitations of the traditional multidimensional structures.  ...  a Data Warehouse, in the MDA framework ( [15, 16, 17, 18, 34] ); to use the MDA approach in the design of a Spatial Data Warehouse [8] ; to consider safety issues in the Data Warehouse ( [27, 28, 30  ... 
doi:10.4067/s0718-33052014000200008 fatcat:pvaykwvonzdwdhsm47us3xnygm


Botezatu Cornelia Paulina, Carutasu George, Botezatu Cezar
2010 Annals of the University of Oradea: Economic Science  
Developing an information system integration strategy, at enterprise level is one of the most difficult issues that the information systems managers must solve, within the present conditions.  ...  The present paper aims at presenting few aspects regarding the integration of the information systems at organizational level and describing a specifically developed IBM architecture.  ...  The integration of data represents the integration at the level of database, either by migration of the data from one system to another, or by creating common data warehouses which would be used by several  ... 
doaj:dbb2cb27fc6747c29a44655ba5e11041 fatcat:y3vgu3f66zajdfzpkuczv2mm6u

A report on the Eighth ACM International Workshop on Data Warehousing and OLAP (DOLAP'05)

Juan Trujillo, Il-Yeol Song
2006 SIGMOD record  
Varo, who developed the web site and the review system (  ...  Acknowledgments We would like to express our gratitude to the Program Committee members and the additional external referees for their hard work in reviewing papers.  ...  Finally, the authors provide an example on how to apply MDA and its transformations to the MD modeling.  ... 
doi:10.1145/1228268.1228280 fatcat:qsdylxhyn5d2tacfw5vwpbgdiy

Towards a Modernization Process for Secure Data Warehouses [chapter]

Carlos Blanco, Ricardo Pérez-Castillo, Arnulfo Hernández, Eduardo Fernández-Medina, Juan Trujillo
2009 Lecture Notes in Computer Science  
Data Warehouses (DW) manage crucial enterprise information used for the decision making process which has to be protected from unauthorized accesses.  ...  Thus, we have proposed a model driven architecture (MDA) for secure DWs which takes into account security issues from the early stages of development and provides automatic transformations between models  ...  This research is part of the ESFINGE (TIN2006-15175-C05-05) Project financed by the Spanish Ministry of Education and Science, the QUASIMO-DO (PAC08-0157-0668) Project financed by the FEDER and the Regional  ... 
doi:10.1007/978-3-642-03730-6_3 fatcat:kcy7klzdyzg7xbcc4envkfwnz4

Taxonomy of Different Data Warehouse Architectures & Need for Optimized Data Warehouse

Muhammad Arif, Ghulam Mujtaba
2015 International Journal of u- and e- Service, Science and Technology  
This paper gives a survey of the various architecture techniques used and justifies why there is still a need for optimized data warehouse architecture which overcomes the limitations or challenges of  ...  Survey includes OLAM architecture (combination of Data mining and OLAP), complex Data Warehouse architecture, Real Time storage Architecture, Data Ware House Architecture through view point of information  ...  Comparison of data warehouse development methodologies case study of the process Warehouse Data Warehouse helps the organizations to redesign the structure that needs improvement.  ... 
doi:10.14257/ijunesst.2015.8.5.27 fatcat:wfr7v4qh2vgpnj3322j3rgap7m

Toward Evolution Models for Data Warehouses

Saïd Taktak, Jamel Feki, Gilles Zurfluh
2014 Proceedings of the 2nd International Conference on Model-Driven Engineering and Software Development  
A Data warehouse (DW) is characterized by a complex architecture, designed in order to integrate data derived from operational data sources (DS), hence providing advanced analytical tools of these data  ...  The DW is highly dependent on its DS. Hence, evolutions of the DS schema need to be propagated to the DW schema and content.  ...  To address this problem, we proposed a modeldriven approach in order to automate the propagation of the data source schema evolution toward the multidimensional data warehouse.  ... 
doi:10.5220/0004877304720479 dblp:conf/modelsward/TaktakFZ14 fatcat:dibpuc3myngrxhsoxe64gjf3li

Engineering XML Solutions Using Views

R. Rajugan, E. Chang, T.S. Dillon, Ling Feng
2005 The Fifth International Conference on Computer and Information Technology (CIT'05)  
This presents an interesting problem to investigate data engineering XML solutions under the MDA initiatives, where, models and framework requires higher level of abstraction.  ...  Further, the introduction of semi-structured data (namely XML) and its rapid adaptation by the commercial and industrial systems increased the complexity for data engineering.  ...  This presents an interesting challenge to look at engineering XML data, such as data warehouse models, under the MDA initiatives.  ... 
doi:10.1109/cit.2005.112 dblp:conf/IEEEcit/RajuganCDF05 fatcat:ca2juqekkbgc3i2tpdvcw2sq6i
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