Luiz Angelo Steffenel

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 31

Top Topics

Decomposition Methods

Neural Network Training

Energy Management

Top Venues

Intelligent Environments (Workshops)

Publications

Lucas Mohimont, Lilian Hollard, Luiz Angelo Steffenel
Improving Edge-AI Image Classification Through the Use of Better Building Blocks. CLOSER (2024)
Lilian Hollard, Lucas Mohimont, Nathalie Gaveau, Luiz Angelo Steffenel
LeYOLO, New Scalable and Efficient CNN Architecture for Object Detection. CoRR (2024)
Lucas Vaz Peres, Damaris Kirsch Pinheiro, Hassan Bencherif, Nelson Bègue, José Valentin Bageston, Gabriela Dornelles Bittencourt, Thierry Portafaix, Andre Passaglia Schuch, Vagner Anabor, Rodrigo da Silva, Theomar Trindade de Araujo Tiburtino Neves, Raphael Pablo Tapajós Silva, Gabriela Cacilda Godinho dos Reis, Marco Antônio Godinho dos Reis, Maria Paulete Pereira Martins, Mohamed Abdoulwahab Toihir, Nkanyiso Mbatha, Luiz Angelo Steffenel, David Mendes
Observations, Remote Sensing, and Model Simulation to Analyze Southern Brazil Antarctic Ozone Hole Influence. Remote. Sens. 16 (11) (2024)
Hassan Bencherif, Damaris Kirsch Pinheiro, Olivier Delage, Tristan Millet, Lucas Vaz Peres, Nelson Bègue, Gabriela Dornelles Bittencourt, Maria Paulete Pereira Martins, Francisco Raimundo da Silva, Luiz Angelo Steffenel, Nkanyiso Mbatha, Vagner Anabor
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. Sens. 16 (1) (2024)
Luiz Angelo Steffenel, Nathalie Gaveau, Lucas Mohimont, Marine Rondeau
Preface to the Proceedings of the 2nd International Workshop on Edge AI for Smart Agriculture (EAISA'23). Intelligent Environments (Workshops) (2023)
Kevin Crampon, Alexis Giorkallos, Stéphanie Baud, Luiz Angelo Steffenel
Convolutional graph neural network training scalability for molecular docking. PDP (2023)
Luiz Angelo Steffenel, Vagner Anabor, Damaris Kirsch Pinheiro, Lissette Guzman, Gabriela Dornelles Bittencourt, Hassan Bencherif
experiment. Mach. Learn. 112 (3) (2023)
Pablo Josue Rojas Yepes, Carlos Jaime Barrios Hernández, Luiz Angelo Steffenel
Understanding Energy Performance of Containers Deployment on HPC-Based post-Moore Platforms. SC Workshops (2023)
Xiaowen Liang, Aïcha Ben Zemzem, Sébastien Almagro, Jean-Charles Boisson, Luiz Angelo Steffenel, Timm Weitkamp, Laurent Debelle, Nicolas Passat
Mouse Arterial Wall Imaging and Analysis from Synchrotron X-Ray Microtomography. ICIP (2022)
Manuel Ferat, Romain Pereira, Adrien Roussel, Patrick Carribault, Luiz Angelo Steffenel, Thierry Gautier
Enhancing MPI+OpenMP Task Based Applications for Heterogeneous Architectures with GPU Support. IWOMP (2022)
Lilian Hollard, Angelica Durigon, Luiz Angelo Steffenel
Machine Learning Forecast of Soybean Yields on South Brazil. Intelligent Environments (Workshops) (2022)
Gilberto J. Díaz T, Carlos Jaime Barrios Hernández, Luiz Angelo Steffenel, Jean-François Couturier
Nearly Quantum Computing by Simulation. CARLA (2022)
Pablo Josue Rojas Yepes, Carlos Jaime Barrios Hernández, Luiz Angelo Steffenel
Impact of Containerization on Low-Cost Post Moore Computing Architectures. CLUSTER (2022)
Lucas Mohimont, François Alin, Nathalie Gaveau, Luiz Angelo Steffenel
Lite CNN Models for Real-Time Post-Harvest Grape Disease Detection. Intelligent Environments (Workshops) (2022)
Lucas Mohimont, Amine Chemchem, Marine Rondeau, Mathias Roesler, François Alin, Nathalie Gaveau, Luiz Angelo Steffenel
Traitement d'Images et Apprentissage Automatique pour la Viticulture de Précision. ROIA 2 (1) (2021)
Lucas Mohimont, Amine Chemchem, François Alin, Michaël Krajecki, Luiz Angelo Steffenel
Convolutional neural networks and temporal CNNs for COVID-19 forecasting in France. Appl. Intell. 51 (12) (2021)
Pablo Josue Rojas Yepes, Carlos Jaime Barrios Hernández, Luiz Angelo Steffenel
A Methodology for Evaluating the Energy Efficiency of Post-Moore Architectures. CARLA (2021)
Luiz Angelo Steffenel, Manuele Kirsch-Pinheiro, Carine Souveyet
Assessing the impact of unbalanced resources and communications in edge computing. Pervasive Mob. Comput. 71 (2021)
Luiz Angelo Steffenel, Andrea Schwertner Charão, Bruno da Silva Alves, Lucas R. de Araujo, Lucas F. da Silva
MPI to Go: Container Clusters for MPI Applications. CLOSER (Selected Papers) (2019)
Luiz Angelo Steffenel, Andrea Schwertner Charão, Bruno da Silva Alves
A Containerized Tool to Deploy Scientific Applications over SoC-based Systems: The Case of Meteorological Forecasting with WRF. CLOSER (2019)
Emmanuel Luján, Alejandro D. Otero, Sebastián Valenzuela, Esteban E. Mocskos, Luiz Angelo Steffenel, Sergio Nesmachnow
Cloud Computing for Smart Energy Management (CC-SEM Project). ICSC-Cities (2018)
Luiz Angelo Steffenel
Improving the Performance of Fog Computing Through the Use of Data Locality. SBAC-PAD (2018)
Luiz Angelo Steffenel, Manuele Kirsch-Pinheiro
Improving Data Locality in P2P-based Fog Computing Platforms. EUSPN/ICTH (2018)
Andrea Schwertner Charão, Felipe Marin, João Carlos D. Lima, Cristiano C. da Rocha, Luiz Angelo Steffenel
On the Performance of Cloud-based Spreadsheets as a Backend for View-only Web Applications. ICEIS (1) (2018)
Luiz Angelo Steffenel, Manuele Kirsch-Pinheiro, Lucas Vaz Peres, Damaris Kirsch Pinheiro
Strategies to Implement Edge Computing in a P2P Pervasive Grid. Int. J. Inf. Technol. Syst. Approach 11 (1) (2018)
David Beserra, Manuele Kirsch-Pinheiro, Carine Souveyet, Luiz Angelo Steffenel, Edward David Moreno
Performance Evaluation of OS-Level Virtualization Solutions for HPC Purposes on SoC-Based Systems. AINA (2017)
Andrea Schwertner Charão, Guilherme F. Hoffmann, Luiz Angelo Steffenel, Manuele Kirsch-Pinheiro, Benhur de Oliveira Stein
Performance Evaluation of Cloud-based RDBMS through a Cloud Scripting Language. ICEIS (1) (2017)
David Beserra, Manuele Kirsch-Pinheiro, Carine Souveyet, Luiz Angelo Steffenel, Edward David Moreno
Comparing the performance of OS-level virtualization tools in SoC-based systems: The case of I/O-bound applications. ISCC (2017)
Luiz Angelo Steffenel, Manuele Kirsch-Pinheiro
Strate'gies Multi-E'chelle pour les Environnements Pervasifs et l'Internet des Objets. Ubimob (2016)
Guilherme W. Cassales, Andrea Schwertner Charão, Manuele Kirsch-Pinheiro, Carine Souveyet, Luiz Angelo Steffenel
Improving the performance of Apache Hadoop on pervasive environments through context-aware scheduling. J. Ambient Intell. Humaniz. Comput. 7 (3) (2016)
Luiz Angelo Steffenel, Manuele Kirsch-Pinheiro, Damaris Kirsch Pinheiro, Lucas V. Perez
Using a Pervasive Computing Environment to Identify Secondary Effects of the Antarctic Ozone Hole. ANT/SEIT (2016)
Guilherme W. Cassales, Andrea Schwertner Charão, Manuele Kirsch-Pinheiro, Carine Souveyet, Luiz Angelo Steffenel
Context-aware Scheduling for Apache Hadoop over Pervasive Environments. ANT/SEIT (2015)
Thierno Ahmadou Diallo, Olivier Flauzac, Luiz Angelo Steffenel, Samba N'Diaye
GRAPP&S, a Peer-to-Peer Middleware for Interlinking and Sharing Educational Resources. EAI Endorsed Trans. Ind. Networks Intell. Syst. 2 (3) (2015)
Javier Rey, Matias Cogorno, Sergio Nesmachnow, Luiz Angelo Steffenel
Efficient Prototyping of Fault Tolerant Map-Reduce Applications with Docker-Hadoop. IC2E (2015)
Luiz Angelo Steffenel, Manuele Kirsch-Pinheiro
Leveraging Data Intensive Applications on a Pervasive Computing Platform: The Case of MapReduce. ANT/SEIT (2015)
Tiago Augusto Engel, Andrea Schwertner Charão, Manuele Kirsch-Pinheiro, Luiz Angelo Steffenel
Performance improvement of data mining in Weka through multi-core and GPU acceleration: opportunities and pitfalls. J. Ambient Intell. Humaniz. Comput. 6 (4) (2015)
Luiz Angelo Steffenel, Manuele Kirsch-Pinheiro
CloudFIT, a PaaS Platform for IoT Applications over Pervasive Networks. ESOCC Workshops (2015)
Romain Vasseur, Stéphanie Baud, Luiz Angelo Steffenel, Xavier Vigouroux, Laurent Martiny, Michaël Krajecki, Manuel Dauchez
Inverse docking method for new proteins targets identification: A parallel approach. Parallel Comput. 42 (2015)
Luiz Angelo Steffenel, Manuele Kirsch-Pinheiro
When the Cloud Goes Pervasive: Approaches for IoT PaaS on a Mobiquitous World. IoT 360 (1) (2015)
Luiz Angelo Steffenel, Olivier Flauzac, Andrea Schwertner Charão, Patrícia Pitthan Barcelos, Benhur de Oliveira Stein, Guilherme W. Cassales, Sergio Nesmachnow, Javier Rey, Matias Cogorno, Manuele Kirsch-Pinheiro, Carine Souveyet
Mapreduce Challenges on Pervasive Grids. J. Comput. Sci. 10 (11) (2014)
Tiago Augusto Engel, Andrea Schwertner Charão, Manuele Kirsch-Pinheiro, Luiz Angelo Steffenel
Performance Improvement of Data Mining in Weka through GPU Acceleration. ANT/SEIT (2014)
Romain Vasseur, Stéphanie Baud, Luiz Angelo Steffenel, Xavier Vigouroux, Laurent Martiny, Michaël Krajecki, Manuel Dauchez
Parallel strategies for an inverse docking method. EuroMPI (2013)
Thierno Ahmadou Diallo, Olivier Flauzac, Luiz Angelo Steffenel, Samba N'Diaye, Youssou Dieng
GrAPP&S, a Distributed Framework for E-learning Resources Sharing. AFRICOMM (2013)
Luiz Angelo Steffenel, Olivier Flauzac, Andrea Schwertner Charão, Patrícia Pitthan Barcelos, Benhur de Oliveira Stein, Sergio Nesmachnow, Manuele Kirsch-Pinheiro, Daniel Diaz
PER-MARE: Adaptive Deployment of MapReduce over Pervasive Grids. 3PGCIC (2013)
Salma Najar, Manuele Kirsch-Pinheiro, Carine Souveyet, Luiz Angelo Steffenel
Service Discovery Mechanism for an Intentional Pervasive Information System. ICWS (2012)
Hazem Fkaier, Christophe Cérin, Luiz Angelo Steffenel, Mohamed Jemni
A New Heuristic for Broadcasting in Cluster of Clusters. GPC (2010)
Olivier Flauzac, Michaël Krajecki, Luiz Angelo Steffenel
CONFIIT: a middleware for peer-to-peer computing. J. Supercomput. 53 (1) (2010)
Wahid Nasri, Luiz Angelo Steffenel, Denis Trystram
Adaptive approaches for efficient parallel algorithms on cluster-based systems. Int. J. Grid Util. Comput. 1 (2) (2009)
Luiz Angelo Steffenel, Manuele Kirsch-Pinheiro
Strong Consistency for Shared Objects in Pervasive Grids. WiMob (2009)
Sami Achour, Wahid Nasri, Luiz Angelo Steffenel
On the Use of Performance Models for Adaptive Algorithm Selection on Heterogeneous Clusters. PDP (2009)
Olivier Flauzac, Florent Nolot, Cyril Rabat, Luiz Angelo Steffenel
Grid of Security: A New Approach of the Network Security. NSS (2009)
Luiz Angelo Steffenel, Maxime Martinasso, Denis Trystram
Assessing contention effects of all-to-all communications on clusters and grids. Int. J. Pervasive Comput. Commun. 4 (4) (2008)
Luiz Angelo Steffenel, Manuele Kirsch-Pinheiro, Yolande Berbers
Total order broadcast on pervasive systems. SAC (2008)
Luiz Angelo Steffenel, Grégory Mounié
A framework for adaptive collective communications for heterogeneous hierarchical computing systems. J. Comput. Syst. Sci. 74 (6) (2008)
Wahid Nasri, Luiz Angelo Steffenel, Denis Trystram
Adaptive Performance Modeling on Hierarchical Grid Computing Environments. CCGRID (2007)
Emmanuel Jeannot, Luiz Angelo Steffenel
Fast and Efficient Total Exchange on Two Clusters. Euro-Par (2007)
Luiz Angelo Steffenel, Emmanuel Jeannot
Total Exchange Performance Prediction on Grid Environments. CoreGRID (2007)
Luiz Angelo Steffenel, Maxime Martinasso, Denis Trystram
Assessing Contention Effects on MPI_Alltoall Communications. GPC (2007)
Luiz Angelo Steffenel
Modeling Network Contention Effects on All-to-All Operations. CLUSTER (2006)
Luiz Angelo Steffenel, Grégory Mounié
Total Exchange Performance Modelling Under Network Contention. PPAM (2005)