Luiz Angelo Steffenel

Orcid: 0000-0003-3670-4088

Affiliations:
  • INRIA, France


According to our database1, Luiz Angelo Steffenel authored at least 71 papers between 2001 and 2024.

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Bibliography

2024
Observations, Remote Sensing, and Model Simulation to Analyze Southern Brazil Antarctic Ozone Hole Influence.
Remote. Sens., June, 2024

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., January, 2024

LeYOLO, New Scalable and Efficient CNN Architecture for Object Detection.
CoRR, 2024

Improving Edge-AI Image Classification Through the Use of Better Building Blocks.
Proceedings of the 14th International Conference on Cloud Computing and Services Science, 2024

Estimation du Rendement du Mil Perlé (Pennisetum glaucum) par Machine Learning à l'aide d'Images Satellites.
Proceedings of the 10ème Conférence Nationale sur les Applications Pratiques de l'Intelligence Artificielle, 2024

2023
Forecasting upper atmospheric scalars advection using deep learning: an O<sub>3</sub> experiment.
Mach. Learn., March, 2023

Understanding Energy Performance of Containers Deployment on HPC-Based post-Moore Platforms.
Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

Convolutional graph neural network training scalability for molecular docking.
Proceedings of the 31st Euromicro International Conference on Parallel, 2023

Preface to the Proceedings of the 2nd International Workshop on Edge AI for Smart Agriculture (EAISA'23).
Proceedings of the Workshop Proceedings of the 19th International Conference on Intelligent Environments (IE2023), 2023

What Is a "Pervasive Information System" (PIS)?
Proceedings of the Evolution of Pervasive Information Systems, 2023

2022
Enhancing MPI+OpenMP Task Based Applications for Heterogeneous Architectures with GPU Support.
Proceedings of the OpenMP in a Modern World: From Multi-device Support to Meta Programming, 2022

Lite CNN Models for Real-Time Post-Harvest Grape Disease Detection.
Proceedings of the Workshops at 18th International Conference on Intelligent Environments (IE2022), 2022

Machine Learning Forecast of Soybean Yields on South Brazil.
Proceedings of the Workshops at 18th International Conference on Intelligent Environments (IE2022), 2022

Mouse Arterial Wall Imaging and Analysis from Synchrotron X-Ray Microtomography.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Impact of Containerization on Low-Cost Post Moore Computing Architectures.
Proceedings of the IEEE International Conference on Cluster Computing, 2022

Nearly Quantum Computing by Simulation.
Proceedings of the High Performance Computing - 9th Latin American Conference, 2022

2021
Traitement d'Images et Apprentissage Automatique pour la Viticulture de Précision.
Rev. Ouverte Intell. Artif., 2021

Assessing the impact of unbalanced resources and communications in edge computing.
Pervasive Mob. Comput., 2021

Convolutional neural networks and temporal CNNs for COVID-19 forecasting in France.
Appl. Intell., 2021

A Methodology for Evaluating the Energy Efficiency of Post-Moore Architectures.
Proceedings of the High Performance Computing - 8th Latin American Conference, 2021

2019
MPI to Go: Container Clusters for MPI Applications.
Proceedings of the Cloud Computing and Services Science - 9th International Conference, 2019

A Containerized Tool to Deploy Scientific Applications over SoC-based Systems: The Case of Meteorological Forecasting with WRF.
Proceedings of the 9th International Conference on Cloud Computing and Services Science, 2019

2018
Strategies to Implement Edge Computing in a P2P Pervasive Grid.
Int. J. Inf. Technol. Syst. Approach, 2018

Improving the Performance of Fog Computing Through the Use of Data Locality.
Proceedings of the 30th International Symposium on Computer Architecture and High Performance Computing, 2018

Cloud Computing for Smart Energy Management (CC-SEM Project).
Proceedings of the Smart Cities - First Ibero-American Congress, 2018

On the Performance of Cloud-based Spreadsheets as a Backend for View-only Web Applications.
Proceedings of the 20th International Conference on Enterprise Information Systems, 2018

Improving Data Locality in P2P-based Fog Computing Platforms.
Proceedings of the 9th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2018) / The 8th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2018) / Affiliated Workshops, 2018

2017
Comparing the performance of OS-level virtualization tools in SoC-based systems: The case of I/O-bound applications.
Proceedings of the 2017 IEEE Symposium on Computers and Communications, 2017

Performance Evaluation of Cloud-based RDBMS through a Cloud Scripting Language.
Proceedings of the ICEIS 2017, 2017

Performance Evaluation of OS-Level Virtualization Solutions for HPC Purposes on SoC-Based Systems.
Proceedings of the 31st IEEE International Conference on Advanced Information Networking and Applications, 2017

Contributions à la Gestion de l'Hétérogénéité dans les Environnements Distribués et Pervasifs. (Contributions to the Management of Heterogeneity in Distributed and Pervasive Environments).
, 2017

2016
Improving the performance of Apache Hadoop on pervasive environments through context-aware scheduling.
J. Ambient Intell. Humaniz. Comput., 2016

Strate'gies Multi-E'chelle pour les Environnements Pervasifs et l'Internet des Objets.
Proceedings of the 11èmes journées francophones Mobilité et Ubiquité, 2016

Using a Pervasive Computing Environment to Identify Secondary Effects of the Antarctic Ozone Hole.
Proceedings of the 7th International Conference on Ambient Systems, 2016

2015
Inverse docking method for new proteins targets identification: A parallel approach.
Parallel Comput., 2015

Performance improvement of data mining in Weka through multi-core and GPU acceleration: opportunities and pitfalls.
J. Ambient Intell. Humaniz. Comput., 2015

GRAPP&S, a Peer-to-Peer Middleware for Interlinking and Sharing Educational Resources.
EAI Endorsed Trans. Ind. Networks Intell. Syst., 2015

When the Cloud Goes Pervasive: Approaches for IoT PaaS on a Mobiquitous World.
Proceedings of the Internet of Things. IoT Infrastructures, 2015

Efficient Prototyping of Fault Tolerant Map-Reduce Applications with Docker-Hadoop.
Proceedings of the 2015 IEEE International Conference on Cloud Engineering, 2015

CloudFIT, a PaaS Platform for IoT Applications over Pervasive Networks.
Proceedings of the Advances in Service-Oriented and Cloud Computing, 2015

Leveraging Data Intensive Applications on a Pervasive Computing Platform: The Case of MapReduce.
Proceedings of the 6th International Conference on Ambient Systems, 2015

Context-aware Scheduling for Apache Hadoop over Pervasive Environments.
Proceedings of the 6th International Conference on Ambient Systems, 2015

2014
Mapreduce Challenges on Pervasive Grids.
J. Comput. Sci., 2014

Performance Improvement of Data Mining in Weka through GPU Acceleration.
Proceedings of the 5th International Conference on Ambient Systems, 2014

2013
Parallel strategies for an inverse docking method.
Proceedings of the 20th European MPI Users's Group Meeting, 2013

GrAPP&S, a Distributed Framework for E-learning Resources Sharing.
Proceedings of the e-Infrastructure and e-Services for Developing Countries, 2013

PER-MARE: Adaptive Deployment of MapReduce over Pervasive Grids.
Proceedings of the Eighth International Conference on P2P, 2013

2012
Service Discovery Mechanism for an Intentional Pervasive Information System.
Proceedings of the 2012 IEEE 19th International Conference on Web Services, 2012

2010
CONFIIT: a middleware for peer-to-peer computing.
J. Supercomput., 2010

A New Heuristic for Broadcasting in Cluster of Clusters.
Proceedings of the Advances in Grid and Pervasive Computing, 5th International Conference, 2010

2009
Adaptive approaches for efficient parallel algorithms on cluster-based systems.
Int. J. Grid Util. Comput., 2009

Strong Consistency for Shared Objects in Pervasive Grids.
Proceedings of the 5th IEEE International Conference on Wireless and Mobile Computing, 2009

On the Use of Performance Models for Adaptive Algorithm Selection on Heterogeneous Clusters.
Proceedings of the 17th Euromicro International Conference on Parallel, 2009

Grid of Security: A New Approach of the Network Security.
Proceedings of the Third International Conference on Network and System Security, 2009

2008
A framework for adaptive collective communications for heterogeneous hierarchical computing systems.
J. Comput. Syst. Sci., 2008

Assessing contention effects of all-to-all communications on clusters and grids.
Int. J. Pervasive Comput. Commun., 2008

Total order broadcast on pervasive systems.
Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008

2007
Assessing Contention Effects on MPI_Alltoall Communications.
Proceedings of the Advances in Grid and Pervasive Computing, 2007

Fast and Efficient Total Exchange on Two Clusters.
Proceedings of the Euro-Par 2007, 2007

Total Exchange Performance Prediction on Grid Environments.
Proceedings of the Towards Next Generation Grids, 2007

Adaptive Performance Modeling on Hierarchical Grid Computing Environments.
Proceedings of the Seventh IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2007), 2007

2006
Scheduling heuristics for efficient broadcast operations on grid environments.
Proceedings of the 20th International Parallel and Distributed Processing Symposium (IPDPS 2006), 2006

Modeling Network Contention Effects on All-to-All Operations.
Proceedings of the 2006 IEEE International Conference on Cluster Computing, 2006

2005
LaPIe : Communications Collectives adaptées aux Grilles de Calcul. (LaPIe: Collective Communications adapted to Computational Grid Environments).
PhD thesis, 2005

Prédiction de Performances pour les Communications Collectives
CoRR, 2005

Total Exchange Performance Modelling Under Network Contention.
Proceedings of the Parallel Processing and Applied Mathematics, 2005

2004
Performance Characterisation of Intra-Cluster Collective Communications.
Proceedings of the 16th Symposium on Computer Architecture and High Performance Computing (SBAC-PAD 2004), 2004

Identifying Logical Homogeneous Clusters for Efficient Wide-Area Communications.
Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface, 2004

Fast Tuning of Intra-cluster Collective Communications.
Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface, 2004

2003
iRBP - A Fault Tolerant Total Order Broadcast for Large Scale Systems.
Proceedings of the Euro-Par 2003. Parallel Processing, 2003

2001
On the Evaluation of Heartbeat-like Detectors.
Proceedings of the 2nd Latin American Test Workshop, 2001


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