International Journals

International Conferences

Books

National Journals

National Conferences

Book Chapters

 

Patents

International Abstracts/Posters

Research Reports

Thesis and Dissertations

National Abstracts/Posters

Other Contributions
 
ORCID Id : 0000-0003-3670-4088
 
 
International Journals
 

  1. Bouhouch, Y., Esmaeel, Q., Richet, N., Aït Barka, E., Backes, A., Steffenel, L.A., Hafidi, M., Jacquard, C., Sanchez, L., "Deep Learning Based Barley Disease Quantification for Sustainable Crop Production", Phytopathology, 2024 https://doi.org/10.1094/PHYTO-02-24-0056-KC (Q1 SJR)

  2. Vaz Peres, L., Kirsch Pinheiro, D., Bencherif, H., Bègue, N., Bageston,  J.V., Dornelles Bittencourt, G., Portafaix, T., Passaglia Schuch, A., Anabor, V., Da Silva, R., Trindade Neves, T., Tapajós Silva, R., Godinho Dos Reis, G., Godinho Dos Reis, M., Martins, M.P., Toihir, M.A., Mbatha, N., Steffenel, L.A., Mendes, D., "Observations, Remote Sensing and Model Simulation to Analyze Southern Brazil Antarctic Ozone Hole Influence", Remote Sensing. 2024. https://doi.org/10.3390/rs16112017 (Q1 SJR)

  3. Crampon, K., Bourrasset, C., Baud, S., Steffenel, L.A., "SGPocket: A new graph convolutional neural network for ligand-protein binding site prediction", Current Medicine Chemistry, 2024 https://doi.org/10.2174/0109298673289137240304165758 (Q2 SJR)

  4. Bencherif, H., Kirsch Pinheiro, D., Delage, O., Millet, T., Peres, L., Bègue, N., Bittencourt, G., Martins, M.P.P., Raimundo da Silva, F., Steffenel, L.A, Mbatha, N., Anabor, V., "Ozone Trend Analysis in Natal (5.4°S, 35.4°W, Brazil) Using Multi-Linear Regression and Empirical Decomposition Methods over 22 Years of Observations". Remote Sensing. 2024; 16(1):208. https://doi.org/10.3390/rs16010208 (Q1 SJR)

  5. Crampon, K., Giorkallos, A., Vigouroux, X, Baud, S., Steffenel, L.A., "HGScore: A Heterogeneous Graph Convolutional Neural Network for Protein-Ligand Scoring", Exploration of Drug Science, 2023;1:126–139. https://doi.org/10.37349/eds.2023.00010.

  6. Mohimont, L., Alin, F., Rondeau, M., Gaveau, N., Steffenel, L.A. "Computer Vision and Deep Learning for Precision Viticulture". Agronomy. 12(10):2463, Oct 2022. https://doi.org/10.3390/agronomy12102463 (Q1 SJR)

  7. Steffenel, L.A., Anabor, V., Kirsch-Pinheiro, D., Guzman, L., Dornelles Bittencourt, G., Bencherif, H. "Forecasting Upper Atmospheric Scalars Advection using Deep Learning: an O3 experiment", Machine Learning, Springer, March 2021. https://doi.org/10.1007/s10994-020-05944-x. (Q1 SJR)

  8. Steffenel, L.A., Kirsch-Pinheiro, M., Souveyet, C. "Assessing the Impact of Unbalanced Resources and Communications in Edge Computing", Pervasive and Mobile Computing Journal, Elsevier, Volume 71, February 2021. https://doi.org/10.1016/j.pmcj.2020.101321. (Q1 SJR) 

  9. Crampon, K., Giorkallos, A., Delsossi, M., Baud, S., Steffenel, L.A., "Machine learning methods for ligand-protein molecular docking", Drug Discovery Today, 2021. https://doi.org/10.1016/j.drudis.2021.09.007 (Q1 SJR)

  10. Darme, P., Dauchez, M., Renard, A., Voutquenne-Nazabadioki, L., Aubert, D., Escotte-Binet, S., Renault, J.H., Villena, I., Steffenel, L.A., Baud, S., "AMIDE v2: High-Throughput screening based on AutoDock-GPU and improved workflow leading to better performance and reliability", International Journal of Molecular Sciences, 2021. https://doi.org/10.3390/ijms22147489. (Q1 SJR)
     
  11. Mohimont, L., Chemchem, A., Alin, F., Krajecki, M., Steffenel, L.A., "Convolutional Neural Networks and Temporal CNNs for COVID-19 Forecasting in France", Applied Intelligence, Springer, April 2021. https://doi.org/10.1007/s10489-021-02359-6 (Q2 SJR)

  12. Rasera, G., Anabor, V., Steffenel, L.A., Kirsch Pinheiro, D., Scremin Puhales, F., Guzman Rodriguez, LM, Vaz Peres, L., "Analysis of significant Stratospheric Ozone Reductions over Southern Brazil: A proposal for a diagnostic index for Southern South America", Meteorological Applications, December 2021. https://doi.org/10.1002/met.2034 (Q3 SJR)

  13. Díaz-Toro, G.J., Steffenel, L.A., Barrios-Hernández, C.J., "On the resource consumption of software quantum computing simulators". Revista DYNA, 88(218), pp. 72-88, 2021. https://doi.org/10.15446/dyna.v88n218.90781 (Q4 SJR)

  14. Dornelles Bittencourt, G., Kirsch Pinheiro, D., Bageston, J.V., Bencherif, H., Steffenel, L.A., Vaz Peres, L. "Investigation of the behavior of the atmospheric dynamics during occurrences of the ozone hole's secondary effect in southern Brazil",  Annales Geophysicae, 37(6), p 1049-1061, 2019, https://doi.org/10.5194/angeo-37-1049-2019. (Q2 SJR)
     
  15. Luján, E., Otero, A., Valenzuela, S., Mocskos, E., Steffenel, L.A., Nesmachnow, S. "An integrated platform for smart energy management: the CC-SEM project", Revista Facultad de Ingeniería, University of Antioquia, 2019, doi:10.17533/udea.redin.20191147 (Q3 SJR)
     
  16. Steffenel, L.A., Kirsch-Pinheiro, M., Vaz Peres, L., Kirsch Pinheiro, D. "Strategies to implement Edge Computing in a P2P Pervasive Grid", International Journal of Information Technologies and Systems Approach (IJITSA), IGI Global, 11(1), pp 1-15, 2018, doi:10.4018/IJITSA/2018010101. (Q2 SJR)
     
  17. Cassales, G. W., Charao, A., Kirsch-Pinheiro, M., Souveyet, C., Steffenel, L.A. "Improving the Performance of Apache Hadoop on Pervasive Environments through Context-Aware Scheduling ", Journal of Ambient Intelligence and Humanized Computing, Springer, 7(3), pp. 333-345, 2016. doi:10.1007/s12652-016-0361-8. link (Q1 SJR)
     
  18. Engel, T.A., Charao, A., Kirsch-Pinheiro, M., Steffenel, L.A. "Performance Improvement of Data Mining in Weka through Multi-core and GPU Acceleration: opportunities and pitfalls", Journal of Ambient Intelligence and Humanized Computing, Springer, June 2015. doi:10.1007/s12652-015-0292-9  https://hal.univ-reims.fr/hal-01196967 (Q1 SJR)
     
  19. Diallo, T. A., Flauzac, O., Steffenel, L.A., N’diaye, S., and Dieng, Y. "GRAPP&S, a Peer-to-Peer Middleware for Interlinking and Sharing Educational Resources". Transactions on Industrial Networks and Intelligent Systems, EAI, 2(3):e1, May 2015. link
     
  20. Vasseur, R., Baud, S., Steffenel, L. A., Vigouroux, X., Martiny, L., Krajecki, M., Dauchez, M. "Inverse Docking Method for New Proteins Targets Identification: A Parallel Approach". Journal of Parallel Computing - special issue on Parallelism in Bionformatics, Elsevier, Vol 42,, pp 48-59. February 2015. doi:10.1016/j.parco.2014.09.008 link (Q2 SJR)
     
  21. Steffenel, L. A., Flauzac, O., Charao, A. S., P. Barcelos, P., Stein, B., Cassales, G., Nesmachnow, S., Rey, J., Cogorno, M., Kirsch-Pinheiro, M. and Souveyet, C., "Mapreduce challenges on pervasive grids", Journal of Computer Science, vol. 10 n. 11, pp. 2194-2210, July 2014. link https://hal.univ-reims.fr/hal-01085287 (Q3 SJR)

  22. Vasseur, R., Baud, S., Steffenel, L. A., Vigouroux, X., Martiny, L., Krajecki, M., Dauchez, M.  "AMIDE – Automatic Molecular Inverse Docking Engine for Large-Scale Protein Targets Identification", International Journal On Advances in Life Sciences, 6 :(3&4), IARIA, 2014. (Q4 SJR)

  23. Flauzac, O., Krajecki, M., Steffenel, L.A. "CONFIIT: a middleware for peer-to-peer computing". Journal of Supercomputing, Springer, vol 53 n. 1, July 2010, pp. 86-102. doi: 10.1007/s11227-009-0349-7 PDF BibTeX (Q3 SJR)
     
  24. Nasri, W., Steffenel, L.A., Trystram, D. "Adaptive Approaches for Efficient Parallel Algorithms on Cluster-based Systems". International Journal in Grid and Utility Computing, Inderscience, vol 1 n. 2, 2009, pp 99-108. PDF BibTeX (Q3 SJR)
     
  25. Steffenel, L.A., Martinasso, M., Trystram, D. "Assessing Contention Effects of All-to-All Communications on Clusters and Grids". International Journal of Pervasive Computing and Communications - Special Issue on Towards merging Grid and Pervasive Computing, Vol. 4 n. 4, 2008, pp. 440-459. PDF BibTeX (Q3 SJR)
     
  26. Steffenel, L.A., Mounié, G. "A Framework for Adaptive Collective Communications for Heterogeneous Hierarchical Computing Systems". Elsevier Journal of Computer and Systems Sciences - Special Issue on Performance Analysis and Evaluation of Parallel, Cluster, and Grid Computing Systems, vol 74 n. 6, 2008, pp. 1082-1093. doi:10.1016/j.jcss.2007.07.010 PDF BibTeX (Q1 SJR)
     

International Conferences

  1. Diaz Toro, G.J., Steffenel, L.A., Barrios Hernandes, C.J., Couturier, J.F., "Strategies to Reduce Memory Consumption in Software Quantum Computing Simulators", 11th Latin American High Performance Computing Conference (CARLA 2024), Santiago, Chile, September 2024. 

  2. Noizet, M., Rouphael, R., Prévost, S., Deleau, H., Steffenel, L.A., Lucas, L., "Spectral Monte Carlo Denoiser". High-Performance Graphics 2024, Jul 2024, Denver (Colorado, USA), United States. https://hal.univ-reims.fr/hal-04716800

  3. Mohimont, L., Hollard, L., Steffenel, L.A., "Improving Edge-AI Image Classification through the use of Better Building Blocks", 14th International Conference on Cloud Computing and Services Science (CLOSER 2024), Angers, France, May 2024. ISBN 978-989-758-701-6, ISSN 2184-5042, pages 303-310.  https://doi.org/10.5220/0012728000003711  

  4. Rojas, P., Barrios Hernandes, C.J., Steffenel, L.A., "Understanding Energy Performance of Containers Deployment on HPC-Based post-Moore Platforms", 5th International Workshop on Containers and New Orchestration Paradigms for Isolated Environments in HPC (CANOPIE-HPC @ SC23), Denver, Colorado, November 2023. https://doi.org/10.1145/3624062.3624586

  5. Hollard, L., Mohimont, L., Steffenel, L.A., "Designing Lightweight CNN for Images: Architectural Components and Techniques", European Conference on EDGE AI Technologies and Applications - EEAI, Athens, Greece, October 2023.

  6. Crampon, K., Vigouroux, X, Baud, S., Steffenel, L.A., "SGPocket: Predict protein-ligand binding site using graph convolutional neural network", CompBioMed Conference, Munich, Germany, September 12-14, 2023.

  7. Mohimont, L., Hollard, L., Steffenel, L.A., "Accurate Yield Prediction using Deep Learning: challenges and recent developments on smart-viticulture", 3rd International Workshop on Information Systems Engineering for Smarter Life (ISESL), Zaragoza, Spain, 12 - 16 June 2023.

  8. Crampon, K., Giorkallos, A., Vigouroux, X, Baud, S., Steffenel, L.A., "HGScore: artificial intelligence for structure-based molecular docking scoring", GGMM Young Modellers Conference, Toulouse, France, Mai 15-17, 2023.

  9. Crampon, K., Giorkallos, A., Baud, S., Steffenel, L.A., "Convolutional graph neural network training scalability for molecular docking", 31st Euromicro International Conference on Parallel, Distributed, and Network-Based Processing (PDP 2023), March 1-3, 2023, Naples, Italy.

  10. Diaz Toro, G.J., Barrios Hernandes, C.J., Steffenel, L.A., Couturier, J-F., "Nearly Quantum Computing by Simulation", Latin America High Performance Computing Conference (CARLA 2022), 26-30 September 2022, Porto Alegre, Brazil.  

  11. Ferat, M., Pereira, R., Roussel, A., Carribault, P., Steffenel , L.A., Gautier, T., "Enhancing MPI+OpenMP Task based Applications for Heterogenous Architectures with GPU support",  18th International Workshop on OpenMP (IWOMP 2022), 27-30 September 2022, Chattanooga, TN, USA.

  12. Rojas, P., Barrios, C., Steffenel, L.A., "Impact of Conteinerization on Low-Cost Post Moore Computing Architectures", Workshop HPC for International Collaboration between Europe and Latin America (HPCEuropeLatAm2022), 6 September 2022, Heidelberg, Germany.

  13. Darme, P., Cordonnier, J., Escotte-Binet, S., Remy, S., Borie, N., Sayagh, C.,Hubert, J.,Aubert, D.,Villena, I., Nuzillard, J-M., Dauchez, M., Baud, S., Steffenel, L.A.,Voutquenne-Nazabadioko, L., Renault, J-H. "Combination of high-throughput reversed docking and 13C NMR-based chemical profiling for new antimicrobial compounds and potential biological target identification", 70th International Congress and Annual Meeting of the Society for Medicinal Plant and Natural Product Research (GA) - August 2022 /Planta Medica Journal,  88(15): 1429, 2022. https://doi.org/10.1055/s-0042-1758981 

  14. Liang, X., Ben Zemzem, A., Almagro, S., Boisson, J-C., Steffenel, L.A., Weitkamp, T., Debelle, L., Passat, N., "Mouse arterial wall imaging and analysis from synchrotron X-ray microtomography". IEEE International Conference on Image Processing (ICIP), 2022, Bordeaux, France.

  15. Steffenel, L.A., Langlet, A., Hollard, L., Mohimont, L., Gaveau, N., Copola, M., Pierlot, C., Rondeau, M., "AI-Driven Strategies to Implement a Grapevine Downy Mildew Warning System", International Workshop on Edge Artificial Intelligence for Industrial Applications (EAI4IA), Vienna, Austria, July 25-26, 2022.

  16. Mohimont, L., Alin, F., Gaveau, N., Steffenel, L.A., "Lite CNN Models for Real-Time Post-Harvest Grape Segmentation", Workshop on Edge AI for Smart Agriculture (EAISA 2022), June 21, 2022. https://doi.org/10.3233/AISE220029

  17. Hollard, L., Durigon, A., Steffenel, L.A., "Machine Learning Forecast of Soybean Yields on South Brazil", Workshop on Edge AI for Smart Agriculture (EAISA 2022), June 21, 2022. https://doi.org/10.3233/AISE220028

  18. Rojas Yepes, P.J., Barrios Hernandes, C. J., Steffenel, L.A., "A Methodology for Evaluating the Energy Efficiency of Post-Moore Architectures", Latin America High Performance Computing Conference (CARLA) 2021, Oct 6-8, 2021. https://doi.org/10.1007/978-3-031-04209-6_4

  19. Roesler, M., Mohimont, L., Alin F., Gaveau, N. and Steffenel, L.A., "Deploying Deep Neural Networks on Edge Devices for Grape Segmentation", International Conference on Smart and Sustainable Agriculture (SSA'2021), June 22-23, 2021. https://doi.org/10.1007/978-3-030-88259-4_3
     
  20. Mohimont, L., Roesler, M., Rondeau, M., Gaveau, N., Alin F., and Steffenel, L.A., "Comparison of Machine Learning and Deep Learning Methods for Grape Cluster Segmentation", International Conference on Smart and Sustainable Agriculture (SSA'2021), June 22-23, 2021 https://doi.org/10.1007/978-3-030-88259-4_7.
     
  21. Rojas Yepes, P.J., Barrios Hernandes, C. J., Steffenel, L.A., "Low Energy Consumption on Post-Moore Platforms for HPC Research", Advanced and High Performance Computing Trends in Latin America Workshop, Cuenca, Ecuador, Sep 2-4, 2020. https://hal.univ-reims.fr/hal-02925055
     
  22. Steffenel, L.A., Charao, A., Alves, B.,  "A Containerized Tool to Deploy Scientific Applications over SoC-based Systems: the case of meteorological forecasting with WRF",  9th International Conference on Cloud Computing and Services Science (CLOSER 2019), Heraklion, Greece, May 2-4, 2019. https://hal.univ-reims.fr/hal-02751154v1
     
  23. Steffenel, L.A., "HPC challenges for the next years: the rising of heterogeneity and its impact on simulations", CECAM Workshop on Microscopic simulations: forecasting the next two decades, CECAM (Centre Européen de Calcul Atomique et Moléculaire, Toulouse, France, April 24-26, 2019. https://hal.univ-reims.fr/hal-02120029
     
  24. Steffenel, L.A., Kirsch-Pinheiro, M.,  "Improving Data Locality in P2P-based Fog Computing Platforms",  9th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2018), Leuven, Belgium, November 5-8, 2018. doi:10.1016/j.procs.2018.10.151
     
  25. Luján, E., Otero, A., Valenzuela, S., Mocskos, E., Steffenel, L.A., Nesmachnow, S., "Cloud Computing for Smart Energy Management (CC-SEM project)", Ibero-American Congress of Smart Cities (ICSC-CITIES 2018), Soria, Spain, September 26-27, 2018, pp 116-131, doi:10.1007/978-3-030-12804-3_10.
     
  26. Steffenel, L.A.,  "Improving the Performance of Fog Computing through the use of Data Locality",  30th International Symposium on Computer Architecture and  High Performance Computing (SBAC-PAD 2018), Lyon, France, September 24-27, 2018. doi:10.1109/CAHPC.2018.8645879
     
  27. Charão, A.S., Marin, F., Lima, J.C.D., da Rocha, C. C., Steffenel, L.A., "On the Performance of Cloud-based Spreadsheets as a Backend for View-only Web Applications", 20th International Conference on Enterprise Information Systems (ICEIS), Funchal, Portugal, March 21-24, 2018., pp 642-647, doi:10.5220/0006787006420647
     
  28. Beserra, D., Kirsch-Pinheiro, M., Steffenel, L.A.,  Moreno, E.D., "Comparing the Performance of OS-level Virtualization Tools in SoC-based Systems: The Case of I/O-bound Applications", The 22nd IEEE Symposium on Computers and Communications (ISCC 2017), Heraklion, Greece, July 3-6, 2017. doi: 10.1109/ISCC.2017.8024598
     
  29. Charao, A., Hoffmann, G., Steffenel, L.A, Kirsch-Pinheiro, M., Stein, B., "Performance Evaluation of Cloud-based RDBMS through a Cloud Scripting Language", 19th International Conference on Enterprise Information Systems (ICEIS), Porto, Portugal, April 26-29, 2017. doi: 10.5220/0006350803320337
     
  30. Beserra, D., Kirsch-Pinheiro, M., Steffenel, L.A., Souveyet, C., Moreno, E.D., "Performance Evaluation of OS-level Virtualization Solutions for HPC Purposes on SoC-based Systems", IEEE International Conference on  Advanced Information Networking and Applications (AINA), Taipei, Taiwan, March 27-29, 2017. doi: 10.1109/AINA.2017.73
     
  31. Steffenel, L.A., Kirsch-Pinheiro, M., Kirsch-Pinheiro, D., Vaz Peres, L., "Using a Pervasive Computing Environment to Identify Secondary Effects of the Antarctic Ozone Hole", 2nd Workshop on Big Data and Data Mining Challenges on IoT and Pervasive (Big2DM) , Madrid, Spain, May 23 - 26, 2016. Procedia Computer Science, v 83, pp. 1007-1012, Elsevier. doi: 10.1016/j.procs.2016.04.215 link 
     
  32. Steffenel, L.A., Kirsch-Pinheiro, M.,  "When the Cloud goes Pervasive: approaches for IoT PaaS on a mobiquitous world",  EAI International Conference on Cloud, Networking for IoT systems (CN4IoT 2015), Rome, Italy, October 126-27, 2015. doi: 10.1007/978-3-319-47063-4_36
     
  33. Steffenel, L.A., Kirsch-Pinheiro, M.,  "CloudFIT, a PaaS platform for IoT applications over Pervasive Networks",  3rd Workshop on CLoud for IoT (CLIoT 2015), Taormina, Italy, September 15, 2015. Springer CCIS 567, pp 20-32, link.
     
  34. Steffenel, L.A., Kirsch-Pinheiro, M.,  "Leveraging Data Intensive Applications on a Pervasive Computing Platform: the case of MapReduce",  1st Workshop on Big Data and Data Mining Challenges on IoT and Pervasive (Big2DM) , London, UK, June 2 - 5, 2015. Procedia Computer Science, vol. 52, Jun 2015, Elsevier, pp. 1034–1039. doi: 10.1016/j.procs.2015.05.102  Link.
     
  35. Cassales, G.W., Charao, A.,Kirsch-Pinheiro, M., Souveyet, C., Steffenel, L.A., "Context-Aware Scheduling for Apache Hadoop over Pervasive Environments", The 6th International Conference on Ambient Systems, Networks and Technologies (ANT 2015),  London, UK, June 2 - 5, 2015. Procedia Computer Science, vol. 52, Jun 2015, Elsevier, pp. 202–209.  doi: 10.1016/j.procs.2015.05.058 Link. https://hal.univ-reims.fr/hal-01085287 
     
  36. Rey, J., Cogorno, M., Nesmachnow, S. and Steffenel, L.A. "Efficient Prototyping of Fault-Tolerant Map-Reduce Applications with Docker-Hadoop". WoC: First International Workshop on Container Technologies and Container Clouds,  Tempe, AZ, USA, March 9-13, 2015.
     
  37. Diallo, T.H., Flauzac, O., Steffenel, L.A., Ndiaye, S., "Routage Préfixé dans GRAPP&S". Proceedings of Colloque Africain sur la Recherche en Informatique et en Mathématiques Appliquées (CARI'2014), October 20-23, 2014, Saint Louis, Sénégal. BibTeX
     
  38. Cassales, G.W., Charao, A.,Kirsch-Pinheiro, M., Souveyet, C., Steffenel, L.A., "Bringing Context to Apache Hadoop", 8th International Conference on Mobile Ubiquitous Computing, Systems, Services and Technologies (UBICOMM 2014), Rome, Italy, August 24 - 28, 2014. ISBN: 978-1-61208-353-7, IARIA, pp. 252-258 
     
  39. Engel, T.A., Charao, A., Kirsch-Pinheiro, M., Steffenel, L.A. "Performance Improvement of Data Mining in Weka through GPU Acceleration", 5th International Conference on Ambient Systems, Networks and Technologies (ANT 2014), Hasselt, Belgium, June 2 - 5, 2014. Procedia Computer Science, vol. 32, 2014, Elsevier, pp. 93–100.  Link.
     
  40. Rey, J., Cogorno, M., Nesmachnow, S. and Steffenel, L.A. "Fast Prototyping of Map-Reduce Applications with Docker-Hadoop". Conférence d’informatique en Parallélisme, Architecture et Système (ComPAS'14), April 22-25, 2014, Neuchatel, Switzerland.
     
  41. Vasseur, R., Baud, S., Steffenel, L. A., Vigouroux, X., Martiny, L., Krajecki, M., Dauchez, M. "A Framework for Inverse Virtual Screening". 6th International Conference on Bioinformatics, Biocomputational Systems and Biotechnologies (BIOTECHNO 2014), Chamonix, France, 20-24 April 2014 BibTeX BEST PAPER Award
     
  42. Diallo, T. A., Flauzac, O., Steffenel, L.A., N’diaye, S., and Dieng, Y. "GrAPP&S : A Distributed Framework for E-learning Resources Sharing". Proceedings of the 5th International IEEE EAI Conference on e‐Infrastructure and e‐Services for Developing Countries (AFRICOMM 2013), Blantyre, Malawi, November 25-27 2013.  Springer LNICST v. 135, pp. 219-228. doi: 10.1007/978-3-319-08368-1_26  Link
     
  43. Steffenel, L. A., Flauzac, O., Schwertner Charao, A., Pitthan Barcelos, P., Stein, B., Nesmachnow, S., Kirsch Pinheiro, M., Diaz, D. "PER-MARE: Adaptive Deployment of MapReduce over Pervasive Grids". Proceedings of the 8th International Conference on P2P, Parallel, Grid, Cloud and Internet Computing (3PGCIC'13), Compiegne, France, October 28-30 2013. BibTeX
     
  44. Vasseur, R., Baud, S., Steffenel, L. A., Vigouroux, X., Martiny, L., Krajecki, M., Dauchez, M. "Parallel Strategies for an Inverse Docking Method". PBio 2013: International Workshop on Parallelism in Bioinformatics (part of EuroMPI 2013), Madrid, Spain, 15-18 September 2013. pp. 253-258 doi: 10.1145/2488551.2488584 BibTeX
     
  45. Najar, S. Kirsch-Pinheiro, M., Souveyet, C., Steffenel, L. A. "Service Discovery Mechanisms for an Intentional Pervasive Information System". Proceedings of 19th IEEE International Conference on Web Services (ICWS 2012), Honolulu, Hawaii, 24-29 June 2012. BibTeX
     
  46. Steffenel, L. A., Jaillet, C., Flauzac, O., Krajecki, M. "Impact of nodes distribution on the performance of a P2P computing middleware based on virtual rings". Proceedings of the Conferencia Latino Americana de Computación de Alto Rendimiento (CLCAR 2010), Gramado, Brazil, 25-28 August 2010.PDF BibTeX
     
  47. Fkaier, H., Cérin, C., Steffenel, L. A., Jemni, M. "A new heuristic for broadcasting in clusters of clusters". Proceedings of the 5th International Conference on Grid and Pervasive Computing (GPC 2010), Hualien, Taiwan, 10-14 May 2010.PDF BibTeX
     
  48. Flauzac, O., Nolot, F., Rabat, C., Steffenel, L. A. "Grid of security: a new approach of the network security". Proceedings of the 3rd International Conference on Network & System Security (NSS 2009), Gold Coast, Autralia, 19-21 October 2009. pp. 67-72 PDF BibTeX
     
  49. Steffenel, L. A., Kirsch-Pinheiro, M. "Strong Consistency for Shared Objects in Pervasive Grids". Proceedings of the 5th IEEE International Conference on Wireless and Mobile Computing, Networking and Communication (WiMob'2009), Marrakesh, Morroco, 12-14 October 2009. pp. 73-78 PDF BibTeX
     
  50. Fathallah, K., Nasri, W., Steffenel, L. A. "On the Evaluation of OpenMP Memory Access in Multi-core Architectures". 4th International Workshop on Automatic Performance Tuning (iWAPT 2009), Tokio, Japan, 1-2 October 2009. PDF BibTeX
     
  51. Achour, S., Nasri, W., Steffenel, L. A. "On the use of performance models for adaptive algorithm selection on heterogeneous clusters". Proceedings of the 17th Euromicro International Conference on Parallel, Distributed, and Network-Based Processing (PDP 2009), Weimar, Germany, 18-20 February 2009. PDF BibTeX
     
  52. Steffenel, L.A., Kirsch-Pinheiro, M., Bebers, Y. "Total Order Broadcast on Pervasive Systems". Proceedings of the 23rd Annual ACM Symposium on Applied Computing (SAC 2008), Fortaleza, Brazil, 16-20 March 2008. pp. 2202-2206. PDF BibTeX
     
  53. Jeannot, E., Steffenel, L.A. "Fast and Efficient Total Exchange on Two Clusters". Proceedings of the 13th International Conference on Parallel Computing (EURO-PAR 2007), Rennes, France, 28-31 August 2007. Springer. LNCS 4641, pp. 848-857. doi: 10.1007/978-3-540-74466-5_91 PDF BibTeX
     
  54. Steffenel, L.A., Jeannot, E. "Total Exchange Performance Prediction on Grid Environments: modeling and algorithmic issues". Towards Next Generation Grid - Proceedings of the CoreGRID Symposium, Rennes, France, 27-28 August 2007. Springer, pp. 131-140.doi: 10.1007/978-0-387-72498-0_12 PDF BibTeX
     
  55. Steffenel, L.A., Martinasso, M. and Trystram, D. "Assessing contention effects on MPI_Alltoall communications". GPC 07 - International Conference on Grid and Pervasive Computing, Paris, France, May 2007. LNCS 4459, Springer Verlag, pp 424-435. PDF BibTeX
     
  56. Nasri, W., Steffenel, L.A. and Trystram, D. "Adaptive performance modeling on hierarchical grid computing environments". 7th IEEE International Symposium on Cluster Computing and the Grid - CCGrid 2007, Rio de Janeiro, Brazil, pp 505-512, May 2007. IEEE Society. PDF BibTeX
     
  57. Steffenel, L. A. "Modeling Network Contention Effects on AlltoAll Operations". IEEE Conference on Cluster Computing (CLUSTER 2006). Barcelona, Spain, 25-28 September 2006. PDF BibTeX
     
  58. Barchet-Steffenel, L. A., Mounié, G. "Scheduling Heuristics for Efficient Broadcast Operations on Grid Environments". International Workshop on Performance Modeling, Evaluation, and Optimisation of Parallel and Distributed Systems (PMEO-PDS'06), in conjunction with IPDPS'06. Rhodes Island, Greece, 25-29 Avril 2006. PDF BibTeX
     
  59. Barchet-Steffenel, L. A., Mounié, G. "Total Exchange Performance Modelling under Network Contention". Proceedings of the 6th International Conference on Parallel Processing and Applied Mathematics, LNCS vol. 3911, Springer-Verlag, pp 100-107. Poznan, Pologne. 2005. PDF BibTeX
     
  60. Barchet-Steffenel, L. A., Mounié, G. "Performance Characterisation of Intra-Cluster Collective Communications". Proceedings of the SBAC-PAD 2004 16th Symposium on Computer Architecture and High Performance Computing, Foz-do-Iguacu, Brazil, IEEE Press, pp. 254-261, 2004. PDF BibTeX
     
  61. Barchet-Steffenel, L. A., Mounié, G. "Identifying Logical Homogeneous Clusters for Efficient Wide-area Communications". Proceedings of the EuroPVM/MPI 2004 11th European PVM/MPI Users' Group Meeting (2004), Budapest, Hungary, September 2004. LNCS vol. 3241, Springer-Verlag, pp. 319-326, 2004. PDF BibTeX
     
  62. Barchet-Steffenel, L. A., Mounié, G. "Fast Tuning of Intra-Cluster Collective Communications". Proceedings of the EuroPVM/MPI 2004 11th European PVM/MPI Users' Group Meeting (2004), Budapest, Hungary, September 2004. LNCS vol. 3241, Springer-Verlag, pp. 28-35, 2004. PDF BibTeX
     
  63. Barchet-Steffenel, L. A. "iRBP, A Fault Tolerant Total Order Broadcast for Large Scale Systems". Proceedings of the 9th International Conference on Parallel Computing (EURO-PAR 2003), University Klagenfurt, Klagenfurt, Austria, August 2003. LNCS vol. 2790, Springer-Verlag, pp. 632-639, 2003. PDF BibTeX
     
  64. Barchet-Steffenel, L. A.; Jansch-Pôrto, I. "On the Evaluation of heartbeat-like Detectors". Proceedings of the IEEE 2nd Latin-American Test Workshop, Cancun, México, February 2001, pp 142-147. PDF BibTeX

     

National Journals

  1. Rojas, P., Barrios, C., Steffenel, L.A., "Low Energy Consumption on Post-Moore Platforms for HPC Research", ACI Avances en Ciencias e Ingenierías, vol 13, n.2, 2021. https://dx.doi.org/10.18272/aci.v13i2.2108. 

  2. Mohimont, L., Chemchem, A., Rondeau, M., Roesler, M., Alin, F., Gaveau, N., Steffenel, L.A., "Traitement d’Images et Apprentissage Automatique pour la Viticulture de Précision", Revue Ouverte d'Intelligence Artificielle, Centre Mersenne, France.  Volume 2 (2021) no. 1, pp. 33-63. https://doi.org/10.5802/roia.9.

  3. Godinho dos Reis, M.A., Vaz Peres, L., Dornelles Bittencourt, G., Kirsch Pinheiro, D., Steffenel, L.A., Bencherif, H., Silva, R., Dias Nunes, M., Bageston, J.V., "Eventos de influência do Buraco de Ozônio Antártico ocorridos em 2016 sobre o Sul do Brasil", Anuário do Instituto de Geociências, Universidade Federal do Rio de Janeiro, Brazil, 2021. https://doi.org/10.11137/1982-3908_2021_44_36142. (Q3 SJR)

  4. Guzmán, L., Anabor, V., Steffenel, L.A,  Kirsch Pinheiro, D., "Estudo numérico e observacional de um evento de diminuição da Coluna Total de Ozônio de origem tropical no Sul do Brasil", Ciência e Natura, Universidade Federal de Santa Maria, vol. 42, 2020. https://doi.org/10.5902/2179460X55305. 

  5. Vaz Peres, L., Kirsch Pinheiro, D., Steffenel, L.A., Mendes, D., Valentin Bageston, J., Dornelles Bittencourt, G., Passáglia Schuch, A., Anabor, V., Paes Leme, N.M., Schuch, N.J. "Monitoramento de Longo Prazo e Climatologia de Campos Estratosféricos quando da Ocorrência dos Eventos de Influência do Buraco de Ozônio Antártico sobre o Sul do Brasil", Revista Brasileira de Meteorologia, SBMET/Thomson-Reuters, mars 2019 http://dx.doi.org/10.1590/0102-77863340030 (Q4 SJR)

  6. Flauzac, O., Steffenel, L.A., Diallo, T.H., Niang, I., Ndiaye, S. "GRAPP&S Data Grid : Une approche de type grille et système pair-à-pair pour le stockage de données". Revue URED (Université-Recherche-Développement), Presses Universitaires de l'Université Gaston Berger de Saint-Louis du Sénégal, 2012.
     

National Conferences

 
  1. Chemchem, A., Mohimont, L., Alin, F., Steffenel, L.A., "Estimation du Rendement du Mil Perlé (Pennisetum glaucum) par Machine Learning à l’aide d’Images Satellites", APIA 2024 : Conférence Nationale sur les Applications Pratiques de l’Intelligence Artificielle, 1-3 July 2024, La Rochelle, France.
     
  2. Steffenel, L.A., "Bumpy Roads Project: crowdsource monitoring of road roughness", TERINT 2023 : 2ième rencontres scientifiques sur les territoires intelligents, 6-7 July 2023, Ajaccio, France.
     
  3. Noizet, M., Rouphael, R., Prévost, S., Deleau, H., Steffenel L.A., Lucas, L., "Débruitage d’images de rendues par méthodes de Monte Carlo spectrales", Journées Françaises d'Informatique Graphique (JFIG 2022), 23-25 November 2022, Bordeaux, France.
     
  4. Crampon, K., Giorkallos, A., Baud, S. Steffenel, L.A., "Scalabilité de l'entraînement d'un réseau de convolution de graphes pour l'amarrage moléculaire", Conférence d’informatique en Parallélisme, Architecture et Système (ComPAS'22), 5-8 July 2022, Amiens, France.
     
  5. Mohimont, L., Roesler, M., Rondeau, M., Alin, F., Gaveau, N., Steffenel, L.A, "Apprentissage Profond pour l'Estimation du Rendement en Viticulture", Conférence d’informatique en Parallélisme, Architecture et Système (ComPAS'22), 5-8 July 2022, Amiens, France.
     
  6. Steffenel, L.A, Mohimont, L., Roesler, M., Rondeau, M., Alin, F., Gaveau, N., "Vers des Modèles IA pour l'Estimation du Rendement en Viticulture", 1er Colloque 2021 sur l’émergence de TERritoires INTelligents (TERINT2021), 24-26 June 2021, Cozzano, France. Link
     
  7. Steffenel, L.A., Alves, B., Charão, A., "Automatisation de Docker Swarm sur SoCs ARM avec support MPI et Analyse des Performances", Conférence d’informatique en Parallélisme, Architecture et Système (ComPAS'19), 25-28 July 2019, Anglet, France. https://hal.univ-reims.fr/hal-02174701
     
  8. Steffenel, L.A., Kirsch-Pinheiro, M., "Accès aux Données dans le Fog Computing : le cas des dispositifs de proximité", Conférence d’informatique en Parallélisme, Architecture et Système (ComPAS'19), 25-28 July 2019, Anglet, France. https://hal.univ-reims.fr/hal-02174708
     
  9. Souveyet, C., Villari, M., Steffenel, L.A., Kirsch-Pinheiro, M., "Une approche basée sur les MicroÉléments pour l'Évolution des Systèmes d'Information", Atelier Évolution des SI : vers des SI Pervasifs ?, INFORSID 2019, June 11, 2019, Paris, France. link PDF
     
  10. Nesi, L., Koslovski, G., Charão, A., Pinheiro, D., Steffenel, L.A., "Paralelização de Cálculos Estatísticos sobre Dados de Monitoramento da Camada de Ozônio: um Estudo com GPU". Fórum de iniciação científica Escola Regional de Alto Desempenho (ERAD/RS), April 5-7, 2017, Ijui, Brazil. link PDF 
     
  11. Muenchen, B., Siqueira, T., Nesi, L., Koslovski, G., Charão, A., Pinheiro, D., Steffenel, L.A., "Análise de Dados Observacionais sobre a Camada de Ozônio: uma Abordagem Usando MPI e OpenMP". Fórum de iniciação científica Escola Regional de Alto Desempenho (ERAD/RS), April 5-7, 2017, Ijui, Brazil. link PDF
     
  12. Steffenel, L.A., Kirsch-Pinheiro, M., "Stratégies Multi-Échelle pour les Environnements Pervasifs et l’Internet des Objets". Proceedings of 11èmes Journées Francophones Mobilité et Ubiquité (Ubimob 2016), July 5, 2016. Lorient, France. link
     
  13. Diallo, T.H., Ndiaye, S., Flauzac, O., Steffenel, L.A., "GRAPP&S, une Architecture Multi-Échelle pour les Données et le Services". Proceedings of 9èmes Journées Francophones Mobilité et Ubiquité (Ubimob 2013), June 5-6, 2013, Nancy, France. BibTeX
     
  14. Najar, S. Kirsch-Pinheiro, M., Steffenel, L. A., Souveyet, C. "Analyse des mécanismes de découverte de services avec prise en charge du contexte et de l'intention". Proceedings of 8èmes Journées Francophones Mobilité et Ubiquité (Ubimob 2012), June 4-6, 2012, Anglet, France. BibTeX
     
  15. Flauzac, O., Steffenel, L.A., Diallo, T.H., Niang, I., Ndiaye, S. "GRAPP&S Data Grid : Une approche de type grille et système pair-à-pair pour le stockage de données". Colloque National sur la Recherche en Informatique et ses Applications (CNRIA'2012), Thiès/Bambey, Senegal. April 25-27, 2012.
     
  16. Steffenel, L.A., Boisson, J-C., Barberot, C., Gérard, S., Hénon, E., Jaillet, C., Flauzac, O., Krajecki, M. "Deploying a fault-tolerant computing middleware over Grid’5000: performance analysis of CONFIIT and its integration with a quantum molecular docking application". 4th Grid'5000 Spring School, Reims, France, April 18-21, 2011. PDF
     
  17. Barchet-Steffenel, L. A., Mounié, G. "Prédiction de Performances pour les Communications Collectives". Proceedings of the 16ème Rencontre Francophone du Parallélisme (RenPar'16), Le Croisic, France, pp. 101-112, April 2005. PDF BibTeX
     
  18. Barchet-Steffenel, L. A.; Jansch-Pôrto, I. "On the Evaluation of Failure Detectors Performance". Proceedings of the IX Simpósio de Computação Tolerante a Falhas (IX SCTF), Florianópolis, Brazil, March 2001, pp 73-84. PDF BibTeX
     
  19. Barchet-Steffenel, L. A. "Avaliação Prática do Desempenho dos Detectores de Defeitos" (Practical Evaluation of Failure Detectors Performance). Workshop de Teses e Dissertações do IX SCTF, Florianópolis, Brazil, March 2001. PDF BibTeX
     
  20. Barchet-Steffenel, L. A., Jansch-Pôrto, I. "Comunicação Não Confiável em Detectores de Defeitos com Falhas por Crash" (Unreliable Communication in Failure Detectors with Crash Faults). Proceedings of the II Workshop de Testes e Tolerância a Falhas, Curitiba, Brazil, July 2000. PDF BibTeX
     
  21. Barchet-Steffenel, L. A., Jansch-Pôrto, I. "Avaliação Prática de um Detector de Defeitos: teoria versus implementação" (Practical Evaluation of a Failure Detector: theory versus implementation). Proceedings of the II Workshop de Testes e Tolerância a Falhas, Curitiba, Brazil, July 2000. PDF BibTeX
     
  22. Barchet-Steffenel, L. A. "Avaliação Prática dos Detectores de Defeitos e sua Influência no Desempenho das Operações de Consenso" (Practical Evaluation of Failure Detectors and their Influence on the Consensus Operations Performance). Proceedings of the V Semana Acadêmica do PPGC-UFRGS, Porto Alegre, Brazil, July 2000. PDF BibTeX
     
  23. Barchet-Steffenel, L. A. "Estudo sobre Comunicação de Grupos para Tolerância a Falhas" (A Survey on Group Communication for Fault Tolerance). Proceedings of the IV Simpósio Nacional de Informática, Centro Universitário Franciscano, Santa Maria, Brazil, 1999. PDF BibTeX
     
  24. Barchet-Steffenel, L. A. "Csockets - classes para comunicação de rede com autenticação e criptografia". Proceedings of the V Jornada Integrada de Pesquisa da UFSM (CSocketS - Communication Classes with Authentication and Cryptography), Santa Maria, Brazil, 1998. BibTeX
     

Books

  1. Kirsch-Pinheiro, M., Souveyet, C., Roose, P., Steffenel, L.A., "The Evolution of Pervasive Information Systems", Springer, 2023. 190 pages. ISBN: 978-3-031-18175-7
     
  2. Steffenel, L.A., "Communications Collectives pour les Grilles de Calcul" , Éditions Universitaires Européennes, 2010. 188 pages. ISBN 978-613-1-53126-2. https://hal.univ-reims.fr/hal-00690710v1
     

Book Chapters

  1. Hollard, L., Mohimont, L., Steffenel, L.A., "Designing Lightweight CNN for Images: Architectural Components and Techniques", in Advancing Edge Artificial Intelligence System Contexts, Novembre 2023. https://doi.org/10.13052/rp-9788770041010
     
  2. Mohimont, L., Hollard, L., Steffenel, L.A., "Accurate Yield Prediction using Deep Learning: challenges and recent developments on smart-viticulture", in Smart Life and Smart Life Engineering: Current State and Future Vision, Springer, to be published.
     
  3. Kirsch-Pinheiro, M., Roose, P., Steffenel, L.A., Souveyet, C., "What Is a “Pervasive Information System” (PIS)?", in The Evolution of Pervasive Information Systems, Springer, 2023. ISBN: 978-3-031-18175-7, https://doi.org/10.1007/978-3-031-18176-4_1 
     
  4. Antoine-Santoni, T., Baala, O., Kirsch-Pinheiro, M., Mieyeville, F., Mocquet, B., Steffenel, L.A., "A smart territory, the key to resilient territory", in Resilient and Sustainable Cities: Research, Policy and Practice (Allam, Gall et al., eds), Elsevier, 2022. ISBN: 9780323917186 https://doi.org/10.1016/B978-0-323-91718-6.00020-7 
     
  5. Steffenel, L.A., Langlet, A., Hollard, L., Mohimont, L., Gaveau, N., Copola, M. Pierlot, C. Rondeau, M. "AI-Driven Strategies to Implement a Grapevine Downy Mildew Warning System". in Industrial Artificial Intelligence Technologies and Applications, Rivers Publishers, pp. 177-187, 2022. https://doi.org/10.13052/rp-9788770227902
     
  6. Coppola, M., Noaille, L., Oliveira, R. O, Pierlot, C., Gaveau, N., Rondeau, M., Mohimont, Steffenel, L.A., Sindaco, S., Salmon, T. "Innovative Vineyards Environmental Monitoring System using Deep Edge AI", in Artificial Intelligence for Digitizing Industry Applications, River Publishers, pp 261-278, 2021. https://doi.org/10.13052/rp-9788770226639
     
  7. Mohimont, L., Steffenel, L.A, Roesler, M., Gaveau, N., Rondeau, Alin, F., M., Pierlot, C., Oliveira, R. O,  Coppola, M., Doré, P., "Autonomous Environment-aware Robot Enhanced with AI", in Artificial Intelligence for Digitizing Industry Applications, River Publishers, pp 279-288, 2021. https://doi.org/10.13052/rp-9788770226639
     
  8. Mohimont, L., Roesler, M., Steffenel, L.A, Gaveau, N., Rondeau, Alin, F., M., Pierlot, C., Oliveira, R. O,  Coppola, M., Doré, P. "AI-based Quality Control System at the Pressing Stages of the Champagne Production", in Artificial Intelligence for Digitizing Industry Applications, River Publishers, pp 289-300, 2021. https://doi.org/10.13052/rp-9788770226639
     
  9. Steffenel, L.A., Charão, A., Alves, B., Araujo, L.R., Silva, L.F., "MPI To Go: container clusters for MPI applications", in CCIS Cloud Computing and Services Science (CLOSER 2020), Springer. doi:10.1007/978-3-030-49432-2_10.
     
  10. Steffenel, L.A., Kirsch-Pinheiro, M., Vaz Peres, L., Kirsch Pinheiro, D. "Strategies to implement Edge Computing in a P2P Pervasive Grid", in Mehdi Khosrow-Pour et al. (Eds.), Fog Computing: Breakthroughs in Research and Practice, IGI Global, pp 142-157, 2018, doi:10.4018/978-1-5225-5649-7.ch006.
     
  11. Najar, S., Vanrompay, Y., Kirsch-Pinheiro, M., Steffenel, L.A., Souveyey, C., "Intention Prediction Mechanism in an Intentional Pervasive Information System" in K Kolomvatsos, C Anagnostopoulos, and C Hadjiefthymiades (Eds.), Intelligent Technologies and Techniques for Pervasive Computing, IGI Global, pp. 251-275. Mai 2013. pp. 251-275. doi:10.4018/978-1-4666-4038-2.ch014 https://hal.univ-reims.fr/hal-00831733v1
     
  12. Flauzac, O., Nolot, F., Rabat, C., Steffenel, L.A., "Grid of Security : a decentralized enforcement of the network security" in Manish Gupta, John Walp, and Raj Sharman (Eds.), Threats, Countermeasures and Advances in Applied Information Security, IGI Global, april 2012. pp. 426-443. ISBN 9781466609785 doi:10.4018/978-1-4666-0978-5.ch022 
     
  13. Cérin, C., Steffenel, L.A., Fkaier, H., "Broadcasting for Grids" in Frédéric Magoules (Eds.), Fundamentals in Grid Computing: Theory, Algorithms and Technologies, Chapman & Hall/CRC Numerical Analysis and Scientific Computing Series, chapter 8, pp 209-236, december 2009. ISBN 9781439803677 doi: 10.1201/9781439803684  https://hal.inria.fr/hal-00690704 

 

Patents

  1. Alin, F., Krajecki, M., Gaveau, N., Steffenel L.A., Chemchem, L., Mohimont, L., Rondeau, M., Clement, C., "Procédé d’estimation automatique de la qualité d’un produit agricole", FR3130377-A1, June 16, 2023 (Bulletin Officiel de la Propriété Intellectuelle, 23/24)

 

International Abstracts/Posters

  1. Mohimont, L., Hollard, L., Steffenel, L.A., "New Modular Building Block Approaches for Classification in Real World Applications", EEAI 2024 Conference, Cagliari, Italy, Oct 21-23, 2024.
     
  2. Steffenel, L.A., Anabor, V., Kirsch Pinheiro, D., "Improving meteorological models with AI", Workshop on impacts of extreme climate events on Amazon rainforest, Manaus, Brazil, May 20-22, 2024.
     
  3. Rouphael, R., Noizet, M., Prévost, S., Deleau, H., Steffenel, L.A., Lucas, L., "Neural Denoising for Spectral Monte Carlo Rendering", 43rd Annual Conference of the European Association for Computer Graphics (EuroGraphics 2022), April 25-29, 2022.
     
  4. Steffenel, L.A., Anabor, V., Kirsch Pinheiro, D., Bencherif, H., "Deep Learning Forecast of Stratospheric Ozone Advection", Quadrennial Ozone Symposium of the International Ozone Commission (QOS2021), October 3-9, 2021.
     
  5. Rasera, G., Anabor, V., Steffenel, L.A., Kirsch Pinheiro, D., Guzman Rodriguez, L., "Evaluation of a stratospheric ozone reduction event of tropical origin influenced by the secondary of the antarctic ozone hole over the southern Brazil through CFSV2: July/August 2013", Quadrennial Ozone Symposium of the International Ozone Commission (QOS2021), October 3-9, 2021.
     
  6. Steffenel, L.A., "AI-Assisted Harvest Assessment on the Champagne Vineyards: challenges and advances", European Nanoelectronics Applications, Design and Technology Conference (ADTC2021), June 15-16, 2021. Link
     
  7. Steffenel, L.A., Rasera, G., Begue, N., Kirsch-Pinheiro, D., and Bencherif, H. "Spatio-Temporal LSTM Forecasting of Ozone Secondary Events", Geophysical Research Abstracts Vol. 21, EGU2019-8075. EGU General Assembly, Vienna, Austria, April 2019. Abstract PDF Poster
     
  8. Vasseur, R., Haschka, T., Verzeaux, L., Albin, J., Steffenel, L.A., Khartabil, H., Belloy, N., Baud, S., Henon, E., Krajecki, M., Martiny, L., Dauchez, M., "Deciphering molecular interactions using HPC simulations: getting new therapeutic targets", 9th Ter@tec Forum, Palaiseau, France, July 1-2, 2014.
     
  9. Deleau, H., Jaillet, C., Krajecki, M. and Steffenel, L.A., "Towards the Parallel Resolution of the Langford Problem on a Cluster of GPU Devices", Sixth SIAM Workshop on Combinatorial Scientific Computing (CSC14), Lyon, France, July 21-23, 2014.
     
  10. Barberot, C., Boisson, J-C., Thiriot, E., Gérard, S., Monard, G., Stefenel, L-A., Hénon, E. "Study of PDE4 Inhibitors: Quantum Mechanical Molecular Docking Deployed in a Grid using CONFIIT". 9th Triennial Congress of the World Association of Theoretical and Computational Chemists (WATOC 2011). Santiago de Compostela, Spain, 17-22 July 2011. BEST POSTER AWARD
     
  11. Nasri, W., Achour, S., Steffenel, L. A. "Integrating performance models and adaptive approaches for efficient parallel algorithms". 5th International Workshop on Parallel Matrix Algorithms and Applications (PMAA'08), Neuchâtel, Switzerland, pp. 18, 20-22 June 2008. PDF BibTeX
     

National Abstracts/Posters

  1. Hollard, L., Steffenel, L.A., "Applying High Computed Knowledge Distillation on Pre-trained Model for Edge Computed Grapevine Detection", Conférence francophone d'informatique en Parallélisme, Architecture et Système (COMPAS 2023), 4-7 July 2023, Annecy, France.
     
  2. Crampon, K., Giorkallos, A., Vigouroux, X, Baud, S., Steffenel, L.A., "HGScore: Heterogeneous Graph Convolutional Neural Network to predict protein-ligand complex affinity", Journée ROMEO, Reims, France, June 15, 2023. 
     
  3. Hollard, L., Steffenel, L.A., Mohimont, L., Gaveau, N. "Artificial Intelligence for Smart Agriculture", Symposium Transdisciplinary research for a healthy planet, 30-31 march 2023. https://symposium-tr4hp.sciencesconf.org/
     
  4. Liang, X., Ben Zemzem, A., Almagro, S., Boisson, J-C., Steffenel, L.A., Weikamp, T., Debelle, L., Passat, N. "Mouse arterial wall imaging and analysis from synchrotron X-ray microtomography". Journée Scientifique autour de l’IA (JSIA), 28 February 2023, Nancy, France. <hal-03981316>
     
  5. Liang, X., Ben Zemzem, A., Almagro, S., Boisson, J-C., Steffenel, L.A., Weikamp, T., Debelle, L., Passat, N. "Mouse arterial wall analysis from synchrotron micro-CT imaging". Journée ISS France, 2 February 2023, Paris, France. <hal-03957679>
     
  6. Liang, X., Ben Zemzem, A., Almagro, S., Boisson, J-C., Steffenel, L.A., Weikamp, T., Debelle, L., Passat, N. "Mouse Arterial Wall Imaging and Analysis from Synchrotron X-Ray Microtomography". 17th Soleil Users' Meeting (SUM'2023), 18-20 january 2023, Synchrotron SOLEIL, Saint-Aubin, France. <hal-03946851v1>
     
  7. Liang, X., Ben Zemzem, A., Almagro, S., Steffenel, L.A., Boisson, J-C., Weikamp, T., Debelle, L., Passat, N. "Imagerie et analyse des parois d’artères avec la microtomographie aux rayons X synchrotron". Colloque Français d'Intelligence Artificielle en Imagerie Biomédicale (IABM), 2023, Paris, France. ⟨hal-03931636v1⟩
     
  8. Liang, X., Ben Zemzem, A., Almagro, S., Steffenel, L.A., Boisson, J-C., Weikamp, T., Debelle, L., Passat, N. "Imagerie et analyse des parois d’artères avec la microtomographie aux rayons X synchrotron". Journée Rémoise des Jeunes Chercheurs en Santé (JRJCS), 2022, Reims, France. ⟨hal-03825742⟩
     
  9. Crampon, K., Giorkallos, A., Baud, S. Steffenel, L.A., "How to speed up drug research?", Journée des Doctorants ED-SNI, Reims, France, 19 novembre 2021.
     
  10. Mohimont, L., Steffenel, L.A., Gaveau, N., S.,  "Segmentation Sémantique pour la Détection des Raisins en conditions naturelles et industrielles", Journée des Doctorants ED-SNI, Reims, France, 19 novembre 2021.
     
  11. Vasseur, R., Baud, S., Steffenel, L.A., Vigouroux, N., Martiny, L., Krajecki, M., Dauchez, M., "Developments for a Novel Inverse Docking Method" , Journées de la Société Française de Chémoinformatique, Nancy, France, 10 et 11 octobre 2013.
     
  12. Vasseur, R., Baud, S., Steffenel, L.A., Vigouroux, N., Martiny, L., Krajecki, M., Dauchez, M., "Développements HPC pour une nouvelle méthode de docking inverse" , Journée ROMEO, Université de Reims Champagne-Ardenne, Reims, France, 26 juin 2012.
     
  13. Barchet-Steffenel, L. A.; Ceretta-Nunes, R. "Implementação de uma Situação de Corrida Crítica em Java" (Implementation of a Critical Run Situation in Java), Proceedings of the II Ciclo de Palestras do Curso de Informática, UFSM, Santa Maria, Brazil, october 1997. HTML
     

Research Reports

  1. Steffenel, L. A. "D2.1 - First Steps on the Development of a P2P Middleware for Map-Reduce". Deliverable for project STIC-AmSud PER-MARE (13STIC-07), July 2013. PDF BibTeX
     
  2. Steffenel, L. A. "Modeling Network Contention Effects on AlltoAll Operations". Rapport de recherche INRIA RR-6038 (extended version of the Cluster06 paper), November 2006. PDF BibTeX
     
  3. Steffenel, L. A. "Fast and Scalable Total Order Broadcast for Wide-area Networks". Rapport de recherche INRIA RR-6037, November 2006. PDF BibTeX
     
  4. Steffenel, L. A. "A Framework for Adaptive Collective Communications on Heterogeneous Hierarchical Networks". Rapport de recherche INRIA RR-6036 (extended version of the IPDPS06 paper), November 2006. PDF BibTeX
     
  5. F. Cappello, P. Owezarski, R. Namyst, O. Richard, P. Vicat-Blanc-Primet, E. Jeannot, L.A. Steffenel, D. Caromel, P. Sens, P. Fraigniaud, C. Cérin, S. Petiton, J. Gustedt, C. Blanchet, C. Randriamaro, S. Tixieuil. "Data Grid Explorer". Rapport LAAS No05491, Projet ACI Masse de Données. Data Grid eXplorer, Septembre 2005, 48p. BibTeX
     
  6. Steffenel, L.A. "Analyzing RBP, a Total Order Broadcast Protocol for Unreliable Channels",  EPFL, 2002. https://hal.univ-reims.fr/hal-00002542
     
  7. Steffenel, L. A. "Detectores de Defeitos não Confiáveis" (Unreliable Failure Detectors). Research Report (Trabalho Individual), PPGC-UFRGS, January 2000. PDF BibTeX
     

Other Contributions

  1. Barchet-Steffenel, L. A. "Detectores de Defeitos" (Failure Detectors). Lecture about Fault Tolerance in Distributed Systems, Porto Alegre, Brazil, November 1999. PDF HTML Presentation
     
  2. Barchet-Steffenel, L. A. "Interrupções Precisas e Imprecisas - Situações e Soluções" (Precise and Imprecise Interruptions - scenarios and solutions). Poster for the course on Introduction to Parallel and Distributed Processing, Porto Alegre, Brazil, July 1999. HTML
     
  3. Barchet-Steffenel, L. A. "Integrando um Componente CORBA a um Leitor de E-Mail" (Embedding a CORBA component into a Mail-reader application). Course on Programming with Distributed Objects, Porto Alegre, Brazil, May 1999. HTML
     
  4. Barchet-Steffenel, L. A. "Comunicação de Grupo com CORBA" (Group Communication with CORBA). Course on Programming with Distributed Objects, Porto Alegre, Brazil, May 1999. HTML

Vulgarisation

  1. Mauguière, F., Renard, A., Steffenel, L.A., "ComputeLAB, une plateforme d’accès aux équipements HPC", La Collection Numérique AMUE, Octobre 2022. PDF.