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Soumia Benkrid

$\mathcal{F}$ & $\mathcal{A}$ : A Methodology for Effectively and Efficiently Designing Parallel Relational Data Warehouses on Heterogenous Database Clusters
2010 · Ladjel Bellatreche, Alfredo Cuzzocrea, et al. · Lecture notes in computer science · 44
Effectively and Efficiently Designing and Querying Parallel Relational Data Warehouses on Heterogeneous Database Clusters
2012 · Ladjel Bellatreche, Alfredo Cuzzocrea, et al. · Journal of Database Management · 27
Verification of Partitioning and Allocation Techniques on Teradata DBMS
2011 · Ladjel Bellatreche, Soumia Benkrid, et al. · Lecture notes in computer science · 15
PROADAPT: Proactive framework for adaptive partitioning for big data warehouses
2022 · Soumia Benkrid, Ladjel Bellatreche, et al. · Data & Knowledge Engineering · 13
A Joint Design Approach of Partitioning and Allocation in Parallel Data Warehouses
2009 · Ladjel Bellatreche, Soumia Benkrid · Lecture notes in computer science · 12
HYPAD: Hyper-Graph-Driven Approach for Parallel Data Warehouse Design
2015 · Ahcene Boukorca, Ladjel Bellatreche, et al. · Lecture notes in computer science · 7
A Global Paradigm for Designing Parallel Relational Data Warehouses in Distributed Environments
2014 · Soumia Benkrid, Ladjel Bellatreche, et al. · Lecture notes in computer science · 7
Query Optimization over Parallel Relational Data Warehouses in Distributed Environments by Simultaneous Fragmentation and Allocation
2010 · Ladjel Bellatreche, Alfredo Cuzzocrea, et al. · Lecture notes in computer science · 6
A Genetic Optimization Physical Planner for Big Data Warehouses
2020 · Soumia Benkrid, Yacine Mestoui, et al. · IEEE International Conference on Big Data (BigData) · 5
The F&A Methodology and Its Experimental Validation on a Real-Life Parallel Processing Database System
2012 · Ladjel Bellatreche, Soumia Benkrid, et al. · ... International Conference on Complex, Intelligent and Software Intensive Systems · 5
A Combined Selection of Fragmentation and Allocation Schemes in Parallel Data Warehouses
2008 · Soumia Benkrid, Ladjel Bellatreche, et al. · International Workshop on Database and Expert Systems Applications (DEXA) · 5
A Framework for Designing Autonomous Parallel Data Warehouses
2020 · Soumia Benkrid, Ladjel Bellatreche · Lecture notes in computer science · 3
Designing Parallel Relational Data Warehouses: A Global, Comprehensive Approach
2013 · Soumia Benkrid, Ladjel Bellatreche, et al. · Advances in intelligent systems and computing · 3
Une démarche conjointe de fragmentation et de placement dans le cadre des entrepôts de données parallèles
2011 · Soumia Benkrid, Ladjel Bellatreche · Techniques et sciences informatiques · 3
Towards an Adaptive Multidimensional Partitioning for Accelerating Spark SQL
2021 · Soumia Benkrid, Ladjel Bellatreche, et al. · Lecture notes in computer science · 2
Vers l'amélioration du processus décisionnel par l'intégration des données sociales.
2017 · Soumia Benkrid, Redouane Boucenna, et al. · EDA · 2
Le déploiement, une phase à part entière dans le cycle de vie des entrepôts de données : application aux plateformes parallèles
2014 · Soumia Benkrid · theses.fr (ABES) · 1
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AQUA: Adaptive Query Rewriting Advisor with Schema-Driven Clustering and Contextual Bandits
2026 · Soumia Benkrid, Alfredo Cuzzocrea, et al. · Lecture notes in computer science
Explainable Temporal Attention for Anomaly Detection in Medical Time-Series Data
2026 · Soumia Benkrid, Leila Hamdad, et al. · International Conference on Intelligent Environments (IE)
Adaptive Artificial Intelligence for Segment-Driven Behavioral Modelling in Dynamic Mobile Web Ecosystems
2026 · Soumia Benkrid, Alfredo Cuzzocrea · Procedia Computer Science
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Segment-Aware Learning for Adaptive Customer Churn Prediction
2025 · Soumia Benkrid, Alfredo Cuzzocrea · IEEE International Conference on Big Data (BigData)
Introduction to the special issue of International Conference on New Technologies, Artificial Intelligence and Smart Data
2023 · Hassan Badir, Soumia Benkrid · Journal of Smart Cities and Society
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Towards understanding and harnessing the potential of Africa in digitalization
2020 · Soumia Benkrid, Rim Moussa, et al. · Concurrency and Computation Practice and Experience
Vers une Conception des Entrepôts de Données Parallèles Autonomes
2019 · Soumia Benkrid, Ladjel Bellatreche · HAL
Omniscience dans la Conception des Entrepôts de Données Parallèles sur un Cluster.
2013 · Soumia Benkrid, Ladjel Bellatreche, et al. · EDA
Works count: 29
Citation count: 160
H-index: 7
I10-index: 5
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