On the complexity of scheduling checkpoints for computational workflows. - Yves Robert; Frédéric Vivien; Dounia Zaidouni (DSN Workshops, 2012)

Impact of fault prediction on checkpointing strategies - Guillaume Aupy; Yves Robert; Frédéric Vivien; Dounia Zaidouni (CoRR, 2012)

On the Combination of Silent Error Detection and Checkpointing. - Guillaume Aupy; Anne Benoit; Thomas Hérault; Yves Robert; Frédéric Vivien; Dounia Zaidouni (PRDC, 2013)

Checkpointing Strategies with Prediction Windows. - Guillaume Aupy; Yves Robert; Frédéric Vivien; Dounia Zaidouni (PRDC, 2013)

Cost-Optimal Execution of Boolean Query Trees with Shared Streams. - Henri Casanova; Lipyeow Lim; Yves Robert; Frédéric Vivien; Dounia Zaidouni (IPDPS, 2014)

Unified model for assessing checkpointing protocols at extreme-scale. - George Bosilca; Aurélien Bouteiller; Elisabeth Brunet; Franck Cappello; Jack J. Dongarra; Amina Guermouche; Thomas Hérault; Yves Robert; Frédéric Vivien; Dounia Zaidouni (Concurr. Comput. Pract. Exp., 2014)

Using group replication for resilience on exascale systems. - Marin Bougeret; Henri Casanova; Yves Robert; Frédéric Vivien; Dounia Zaidouni (Int. J. High Perform. Comput. Appl., 2014)

Checkpointing algorithms and fault prediction. - Guillaume Aupy; Yves Robert; Frédéric Vivien; Dounia Zaidouni (J. Parallel Distributed Comput., 2014)

On the impact of process replication on executions of large-scale parallel applications with coordinated checkpointing. - Henri Casanova; Yves Robert; Frédéric Vivien; Dounia Zaidouni (Future Gener. Comput. Syst., 2015)

Big Data Optimisation Among RDDs Persistence in Apache Spark. - Khadija Aziz; Dounia Zaidouni; Mostafa Bellafkih (BDCA, 2018)

Big Data Processing using Machine Learning algorithms: MLlib and Mahout Use Case. - Khadija Aziz; Dounia Zaidouni; Mostafa Bellafkih (SITA, 2018)

Leveraging resource management for efficient performance of Apache Spark. - Khadija Aziz; Dounia Zaidouni; Mostafa Bellafkih (J. Big Data, 2019)

Customer Segmentation With Machine Learning: New Strategy For Targeted Actions. - Lahcen Abidar; Dounia Zaidouni; Abdeslam Ennouaary (SITA, 2020)

A Data Mining System for Enhancing Profit Growth based on RFM and CLV. - Lahcen Abidar; Ikram El Asri; Dounia Zaidouni; Abdeslam Ennouaary (FiCloud, 2022)