Profil

Lerat Jean-Sébastien

Université de Mons - UMONS > Faculté Polytechnique > Service Informatique, Logiciel et Intelligence artificielle

ORCID
0000-0003-4468-0899
Main Referenced Co-authors
MAHMOUDI, Sidi  (7)
MAHMOUDI, Saïd  (6)
Lenaerts, Tom (2)
Faust, Karoline (1)
Han, The Anh (1)
Main Referenced Keywords
16S rDNA sequencing (1); co-occurrence (1); Common Pool Resource (1); CPU (1); deep learning (1);
Main Referenced Disciplines
Computer science (8)
Zoology (1)
Library & information sciences (1)

Publications (total 9)

The most downloaded
99 downloads
Lerat, J.-S., Mahmoudi, S., & Mahmoudi, S. (2022). Distributed Deep Learning: From Single-Node to Multi-Node Architecture. Electronics. doi:10.3390/electronics11101525 https://hdl.handle.net/20.500.12907/42655

The most cited

132 citations (Scopus®)

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 https://hdl.handle.net/20.500.12907/876

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
Peer Reviewed verified by ORBi

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.
Peer Reviewed verified by ORBi

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).
Peer Reviewed verified by ORBi

Lerat, J.-S., Mahmoudi, S., & Mahmoudi, S. (06 September 2022). Apprentissage profond distribué : d’un seul nœud vers plusieurs nœuds de calcul [Poster presentation]. Mardi des chercheurs, Mons, Belgium.

Lerat, J.-S., Mahmoudi, S., & Mahmoudi, S. (2022). Distributed Deep Learning: From Single-Node to Multi-Node Architecture. Electronics. doi:10.3390/electronics11101525
Peer Reviewed verified by ORBi

Lerat, J.-S., Mahmoudi, S., & Mahmoudi, S. (27 July 2021). Deep Learning Frameworks: Performances Analysis [Paper presentation]. DeepLearn, Las Palmas de Gran Canaria, Spain.

Lerat, J.-S., Mahmoudi, S., & Mahmoudi, S. (30 March 2021). Comparaison des frameworks d'apprentissage profond sur un seul noeud de calcul [Poster presentation]. Mardi des Chercheurs, Virtual Meeting, Unknown/unspecified.

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
Peer reviewed

Lerat, J.-S., Han, T. A., & Lenaerts, T. (2013). Evolution of common-pool resources and social welfare in structured populations [Paper presentation]. International Joint Conference on Artificial Intelligence, Beijing, China.

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