2023
Périodiques scientifiques/Article
- Lerat, J.-S., Mahmoudi, S., & Mahmoudi, S. (2023). Single Node Deep Learning Frameworks: Comparative study and CPU/GPU performance analysis. "Concurrency and Computation: Practice and Experience".
- Lerat, J.-S., Mahmoudi, S., & Mahmoudi, S. (01 February 2023). Single node deep learning frameworks: Comparative study and CPU/GPU performance analysis. "Concurrency and Computation: Practice and Experience, 35" (14).
Colloques et congrès scientifiques/Communication publiée dans un périodique
- Lerat, J.-S., & Mahmoudi, S. (2023). Architecture to Distribute Deep Learning Models on Containers and Virtual Machines for Industry 4.0*. "IEEE Cloud Computing". doi:10.1109/cloudtech58737.2023.10366111
2022
Périodiques scientifiques/Article
- Lerat, J.-S., Mahmoudi, S., & Mahmoudi, S. (2022). Distributed Deep Learning: From Single-Node to Multi-Node Architecture. "Electronics". doi:10.3390/electronics11101525
Colloques et congrès scientifiques/Communication poster
- Lerat, J.-S., Mahmoudi, S., & Mahmoudi, S. (06 September 2022). "Apprentissage profond distribué : d’un seul nœud vers plusieurs nœuds de calcul". Poster session presented at Mardi des chercheurs, Mons, Belgium.
2021
Colloques et congrès scientifiques/Communication orale non publiée/Abstract
- Lerat, J.-S., Mahmoudi, S., & Mahmoudi, S. (27 July 2021). "Deep Learning Frameworks: Performances Analysis". Paper presented at DeepLearn, Las Palmas de Gran Canaria, Spain.
Colloques et congrès scientifiques/Communication poster
- Lerat, J.-S., Mahmoudi, S., & Mahmoudi, S. (30 March 2021). "Comparaison des frameworks d'apprentissage profond sur un seul noeud de calcul". Poster session presented at Mardi des Chercheurs, Virtual Meeting, Unknown/unspecified.
2015
Périodiques scientifiques/Article
- Faust, K., Lima-Mendez, G., Lerat, J.-S., Sathirapongsasuti, J. F., Knight, R., Huttenhower, C., Lenaerts, T., & Raes, J. (2015). Cross-biome comparison of microbial association networks. "Frontiers in Microbiology". doi:10.3389/fmicb.2015.01200
2013
Colloques et congrès scientifiques/Communication publiée dans un périodique
- Lerat, J.-S., Han, T. A., & Lenaerts, T. (2013). "Evolution of common-pool resources and social welfare in structured populations". Paper presented at International Joint Conference on Artificial Intelligence, Beijing, China.