Soumia Benkrid

According to our database, Soumia Benkrid authored at least 21 papers between 2008 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Introduction to the special issue of the international conference on new technologies, artificial intelligence and smart data.

Hassan Badir, Soumia Benkrid

J. Smart Cities Soc., 2023

2022

PROADAPT: Proactive framework for adaptive partitioning for big data warehouses.

Soumia Benkrid, Ladjel Bellatreche, Yacine Mestoui, Carlos Ordonez

Data Knowl. Eng., 2022

2021

Towards understanding and harnessing the potential of Africa in digitalization.

Soumia Benkrid, Rim Moussa, Hassan Badir, Moussa Lo, Ladjel Bellatreche

Concurr. Comput. Pract. Exp., 2021

Towards an Adaptive Multidimensional Partitioning for Accelerating Spark SQL.

Soumia Benkrid, Ladjel Bellatreche, Yacine Mestoui, Carlos Ordonez

Proceedings of the Big Data Analytics and Knowledge Discovery, 2021

2020

A Genetic Optimization Physical Planner for Big Data Warehouses.

Soumia Benkrid, Yacine Mestoui, Ladjel Bellatreche, Carlos Ordonez

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

A Framework for Designing Autonomous Parallel Data Warehouses.

Soumia Benkrid, Ladjel Bellatreche

Proceedings of the Algorithms and Architectures for Parallel Processing, 2019

Vers une Conception des Entrepôts de Données Parallèles Autonomes.

Soumia Benkrid, Ladjel Bellatreche

Proceedings of the Business Intelligence & Big Data, 2019

2017

Vers l'amélioration du processus décisionnel par l'intégration des données sociales.

Soumia Benkrid, Redouane Boucenna, Dihia Boulegane, Younes Sennadj, Chahnez Zakaria, Lynda Said L'Hadj

Proceedings of the Actes des 13èmes journées francophones sur les Entrepôts de Données et l'Analyse en Ligne, 2017

2015

HYPAD: Hyper-Graph-Driven Approach for Parallel Data Warehouse Design.

Ahcène Boukorca, Ladjel Bellatreche, Soumia Benkrid

Proceedings of the Algorithms and Architectures for Parallel Processing, 2015

2014

Le déploiement, une phase à part entière dans le cycle de vie des entrepôts de données : application aux plateformes parallèles. (Deployment, full phase in the data warehouse life cycle : application to parallel platforms).

Soumia Benkrid

PhD thesis, 2014

A Global Paradigm for Designing Parallel Relational Data Warehouses in Distributed Environments.

Soumia Benkrid, Ladjel Bellatreche, Alfredo Cuzzocrea

Trans. Large Scale Data Knowl. Centered Syst., 2014

2013

Omniscience dans la Conception des Entrepôts de Données Parallèles sur un Cluster.

Soumia Benkrid, Ladjel Bellatreche, Alfredo Cuzzocrea

Proceedings of the Actes des 9èmes journées francophones sur les Entrepôts de Données et l'Analyse en ligne, 2013

Designing Parallel Relational Data Warehouses: A Global, Comprehensive Approach.

Soumia Benkrid, Ladjel Bellatreche, Alfredo Cuzzocrea

Proceedings of the New Trends in Databases and Information Systems, 2013

2012

Effectively and Efficiently Designing and Querying Parallel Relational Data Warehouses on Heterogeneous Database Clusters: The F&A Approach.

Ladjel Bellatreche, Alfredo Cuzzocrea, Soumia Benkrid

J. Database Manag., 2012

The F&A Methodology and Its Experimental Validation on a Real-Life Parallel Processing Database System.

Ladjel Bellatreche, Soumia Benkrid, Alain Crolotte, Alfredo Cuzzocrea, Ahmad Ghazal

Proceedings of the Sixth International Conference on Complex, 2012

2011

Une démarche conjointe de fragmentation et de placement dans le cadre des entrepôts de données parallèles.

Soumia Benkrid, Ladjel Bellatreche

Tech. Sci. Informatiques, 2011

Verification of Partitioning and Allocation Techniques on Teradata DBMS.

Ladjel Bellatreche, Soumia Benkrid, Ahmad Ghazal, Alain Crolotte, Alfredo Cuzzocrea

Proceedings of the Algorithms and Architectures for Parallel Processing, 2011

2010

Query Optimization over Parallel Relational Data Warehouses in Distributed Environments by Simultaneous Fragmentation and Allocation.

Ladjel Bellatreche, Alfredo Cuzzocrea, Soumia Benkrid

Proceedings of the Algorithms and Architectures for Parallel Processing, 2010

<i>F</i>&<i>A</i>: A Methodology for Effectively and Efficiently Designing Parallel Relational Data Warehouses on Heterogenous Database Clusters.

Ladjel Bellatreche, Alfredo Cuzzocrea, Soumia Benkrid

Proceedings of the Data Warehousing and Knowledge Discovery, 12th International Conference, 2010

2009

A Joint Design Approach of Partitioning and Allocation in Parallel Data Warehouses.

Ladjel Bellatreche, Soumia Benkrid

Proceedings of the Data Warehousing and Knowledge Discovery, 11th International Conference, 2009

2008

A Combined Selection of Fragmentation and Allocation Schemes in Parallel Data Warehouses.

Soumia Benkrid, Ladjel Bellatreche, Habiba Drias

Proceedings of the 19th International Workshop on Database and Expert Systems Applications (DEXA 2008), 2008