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Lucas Mello Schnorr

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Books and Theses

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2009
[b1]
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Lucas Mello Schnorr:
Some Visualization Models applied to the Analysis of Parallel Applications. (Quelques Modèles de Visualisation pour l'Analyse des Applications Parallèles). Grenoble Institute of Technology, France, 2009

Journal Articles

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2023
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Lucas Leandro Nesi, Arnaud Legrand, Lucas Mello Schnorr:
Asynchronous multi-phase task-based applications: Employing different nodes to design better distributions. Future Gener. Comput. Syst. 147: 119-135 (2023)
[j14]
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André Ramos Carneiro, Jean Luca Bez, Carla Osthoff, Lucas Mello Schnorr, Philippe O. A. Navaux:
Uncovering I/O demands on HPC platforms: Peeking under the hood of Santos Dumont. J. Parallel Distributed Comput. 182: 104744 (2023)
2022
[j13]
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Marcelo Cogo Miletto, Lucas Leandro Nesi, Lucas Mello Schnorr, Arnaud Legrand:
Performance analysis of task-based multi-frontal sparse linear solvers: Structure matters. Future Gener. Comput. Syst. 135: 409-425 (2022)
2020
[j12]
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Lucas Leandro Nesi, Matheus da Silva Serpa, Lucas Mello Schnorr, Philippe Olivier Alexandre Navaux:
Task-based parallel strategies for computational fluid dynamic application in heterogeneous CPU/GPU resources. Concurr. Comput. Pract. Exp. 32(20) (2020)
[j11]
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Guilherme Rezende Alles, João Luiz Dihl Comba, Jean-Marc Vincent, Shin Nagai, Lucas Mello Schnorr:
Measuring phenology uncertainty with large scale image processing. Ecol. Informatics 59: 101109 (2020)
2019
[j10]
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Rafael Keller Tesser, Lucas Mello Schnorr, Arnaud Legrand, Franz Christian Heinrich, Fabrice Dupros, Philippe O. A. Navaux:
Performance modeling of a geophysics application to accelerate over-decomposition parameter tuning through simulation. Concurr. Comput. Pract. Exp. 31(11) (2019)
2018
[j9]
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Vinícius Garcia Pinto, Lucas Mello Schnorr, Luka Stanisic, Arnaud Legrand, Samuel Thibault, Vincent Danjean:
A visual performance analysis framework for task-based parallel applications running on hybrid clusters. Concurr. Comput. Pract. Exp. 30(18) (2018)
2017
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Jean Luca Bez, Eliezer E. Bernart, Fernando Fernandes dos Santos, Lucas Mello Schnorr, Philippe Olivier Alexandre Navaux:
Performance and energy efficiency analysis of HPC physics simulation applications in a cluster of ARM processors. Concurr. Comput. Pract. Exp. 29(22) (2017)
2016
[j7]
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Roger A. Leite, Lucas Mello Schnorr, Jurandy Almeida, Bruna Alberton, Leonor Patricia C. Morellato, Ricardo da Silva Torres, João Luiz Dihl Comba:
PhenoVis - A tool for visual phenological analysis of digital camera images using chronological percentage maps. Inf. Sci. 372: 181-195 (2016)
2014
[j6]
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Lucas Mello Schnorr, Philippe Olivier Alexandre Navaux:
Best of SBAC-PAD 2012. Parallel Comput. 40(9): 512-513 (2014)
[j5]
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Robin Lamarche-Perrin, Lucas Mello Schnorr, Jean-Marc Vincent, Yves Demazeau:
Agrégation de traces d'exécution pour la visualisation de grands systèmes distribués. Tech. Sci. Informatiques 33(5-6): 465-498 (2014)
2013
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Pedro Velho, Lucas Mello Schnorr, Henri Casanova, Arnaud Legrand:
On the validity of flow-level tcp network models for grid and cloud simulations. ACM Trans. Model. Comput. Simul. 23(4): 23:1-23:26 (2013)
2012
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Lucas Mello Schnorr, Arnaud Legrand, Jean-Marc Vincent:
Detection and analysis of resource usage anomalies in large distributed systems through multi-scale visualization. Concurr. Comput. Pract. Exp. 24(15): 1792-1816 (2012)
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Lucas Mello Schnorr, Guillaume Huard, Philippe Olivier Alexandre Navaux:
A hierarchical aggregation model to achieve visualization scalability in the analysis of parallel applications. Parallel Comput. 38(3): 91-110 (2012)
2010
[j1]
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Lucas Mello Schnorr, Guillaume Huard, Philippe Olivier Alexandre Navaux:
Triva: Interactive 3D visualization for performance analysis of parallel applications. Future Gener. Comput. Syst. 26(3): 348-358 (2010)

Conference and Workshop Papers

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2023
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Lucas Leandro Nesi, Vinícius Garcia Pinto, Lucas Mello Schnorr, Arnaud Legrand:
Summarizing task-based applications behavior over many nodes through progression clustering. PDP 2023: 35-42
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Bruno da Silva Alves, Lucas Mello Schnorr:
Performance Modeling of MARE2DEM's Adaptive Mesh Refinement for Makespan Estimation. SBAC-PAD 2023: 119-128
2022
[c37]
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Bruno da Silva Alves, Luciano Paschoal Gaspary, Lucas Mello Schnorr:
Towards Parameter-Based Profiling for MARE2DEM Performance Modeling. CARLA 2022: 63-77
[c36]
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  - conf/iccsa/MichelsSN50
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Félix D. P. Michels, Lucas Mello Schnorr, Philippe O. A. Navaux:
Investigating Oil and Gas CSEM Application on Vector Architectures. ICCSA (Workshops 4) 2022: 650-667
[c35]
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Lucas Leandro Nesi, Lucas Mello Schnorr, Arnaud Legrand:
Multi-Phase Task-Based HPC Applications: Quickly Learning how to Run Fast. IPDPS 2022: 357-367
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Ana Luisa Veroneze Solórzano, Lucas Mello Schnorr:
Understanding Distributed Deep Learning Performance by Correlating HPC and Machine Learning Measurements. ISC 2022: 275-292
2021
[c33]
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Lucas Leandro Nesi, Arnaud Legrand, Lucas Mello Schnorr:
Exploiting system level heterogeneity to improve the performance of a GeoStatistics multi-phase task-based application. ICPP 2021: 4:1-4:10
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Vinícius Garcia Pinto, Lucas Leandro Nesi, Marcelo Cogo Miletto, Lucas Mello Schnorr:
Providing In-depth Performance Analysis for Heterogeneous Task-based Applications with StarVZ. IPDPS Workshops 2021: 16-25
[c31]
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Jessica Imlau Dagostini, Henrique Corrêa Pereira da Silva, Vinícius Garcia Pinto, Roberto Machado Velho, Eduardo Simoes Lopes Gastal, Lucas Mello Schnorr:
Improving Workload Balance of a Marine CSEM Inversion Application. IPDPS Workshops 2021: 704-713
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André Ramos Carneiro, Jean Luca Bez, Carla Osthoff, Lucas Mello Schnorr, Philippe O. A. Navaux:
HPC Data Storage at a Glance: The Santos Dumont Experience. SBAC-PAD 2021: 157-166
2020
[c29]
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Lucas Leandro Nesi, Lucas Mello Schnorr, Arnaud Legrand:
Communication-Aware Load Balancing of the LU Factorization over Heterogeneous Clusters. ICPADS 2020: 54-63
[c28]
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  - conf/sibgrapi/FerreiraGSN20
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Hermes H. Ferreira, Eduardo Simoes Lopes Gastal, Lucas Mello Schnorr, Philippe O. A. Navaux:
Performance and error analysis of recursive edge-aware Gaussian filters on GPUs. SIBGRAPI 2020: 85-92
[c27]
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Ana Luisa Veroneze Solórzano, Lucas Leandro Nesi, Lucas Mello Schnorr:
Using Visualization of Performance Data to Investigate Load Imbalance of a Geophysics Parallel Application. PEARC 2020: 518-521
2019
[c26]
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Lucas Leandro Nesi, Samuel Thibault, Luka Stanisic, Lucas Mello Schnorr:
Visual Performance Analysis of Memory Behavior in a Task-Based Runtime on Hybrid Platforms. CCGRID 2019: 142-146
2018
[c25]
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Lucas Leandro Nesi, Lucas Mello Schnorr, Philippe Olivier Alexandre Navaux:
Design, Implementation and Performance Analysis of a CFD Task-Based Application for Heterogeneous CPU/GPU Resources. VECPAR 2018: 31-44
[c24]
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Gabriel Freytag, Philippe Olivier Alexandre Navaux, Joao Vicente Ferreira Lima, Lucas Mello Schnorr, Paolo Rech:
Non-uniform Domain Decomposition for Heterogeneous Accelerated Processing Units. VECPAR 2018: 105-118
[c23]
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  - conf/wscad/AllesCS18
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Guilherme Rezende Alles, Alexandre Carissimi, Lucas Mello Schnorr:
Assessing the Computation and Communication Overhead of Linux Containers for HPC Applications. WSCAD 2018: 116-123
[c22]
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Pablo J. Pavan, Matheus S. Serpa, Edson L. Padoin, Lucas Mello Schnorr, Philippe O. A. Navaux, Jairo Panetta:
Improving I/O Performance of RTM Algorithm for Oil and Gas Simulation. WSCAD 2018: 270
2017
[c21]
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Rafael Keller Tesser, Lucas Mello Schnorr, Arnaud Legrand, Fabrice Dupros, Philippe Olivier Alexandre Navaux:
Using Simulation to Evaluate and Tune the Performance of Dynamic Load Balancing of an Over-Decomposed Geophysics Application. Euro-Par 2017: 192-205
[c20]
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Luka Stanisic, Lucas Mello Schnorr, Augustin Degomme, Franz C. Heinrich, Arnaud Legrand, Brice Videau:
Characterizing the Performance of Modern Architectures Through Opaque Benchmarks: Pitfalls Learned the Hard Way. IPDPS Workshops 2017: 1588-1597
[c19]
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Jean Luca Bez, Francieli Zanon Boito, Lucas Mello Schnorr, Philippe O. A. Navaux, Jean-François Méhaut:
TWINS: Server Access Coordination in the I/O Forwarding Layer. PDP 2017: 116-123
2016
[c18]
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Eduardo Roloff, Emmanuell Diaz Carreño, Jimmy K. M. Valverde-Sánchez, Matthias Diener, Matheus da Silva Serpa, Guillaume Houzeaux, Lucas Mello Schnorr, Nicolas Maillard, Luciano Paschoal Gaspary, Philippe Olivier Alexandre Navaux:
Performance Evaluation of Multiple Cloud Data Centers Allocations for HPC. CARLA 2016: 18-32
[c17]
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  - conf/europar/MillaniS16
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Luis Felipe Millani, Lucas Mello Schnorr:
Computation-Aware Dynamic Frequency Scaling: Parsimonious Evaluation of the Time-Energy Trade-Off Using Design of Experiments. Euro-Par Workshops 2016: 583-595
[c16]
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Dieison Soares Silveira, Sergio Bampi, Gabriel B. Moro, Eduardo Henrique Molina da Cruz, Philippe O. A. Navaux, Lucas Mello Schnorr:
System energy analysis for shared memory multiprocessing applications. ICECS 2016: 780-783
[c15]
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Vinícius Garcia Pinto, Luka Stanisic, Arnaud Legrand, Lucas Mello Schnorr, Samuel Thibault, Vincent Danjean:
Analyzing Dynamic Task-Based Applications on Hybrid Platforms: An Agile Scripting Approach. VPA@SC 2016: 17-24
2015
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Vinícius Garcia Pinto, Vinicius Alves Herbstrith, Lucas Mello Schnorr:
Replicating the Performance Evaluation of an N-Body Application on a Manycore Accelerator. SBAC-PAD (Workshops) 2015: 19-24
[c13]
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Jean Luca Bez, Lucas Mello Schnorr, Philippe O. A. Navaux:
Characterizing Anomalies of a Multicore ARMv7 Cluster with Parallel N-Body Simulations. SBAC-PAD (Workshops) 2015: 25-30
2014
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Damien Dosimont, Robin Lamarche-Perrin, Lucas Mello Schnorr, Guillaume Huard, Jean-Marc Vincent:
A spatiotemporal data aggregation technique for performance analysis of large-scale execution traces. CLUSTER 2014: 149-157
[c11]
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Robin Lamarche-Perrin, Lucas Mello Schnorr, Jean-Marc Vincent, Yves Demazeau:
Evaluating trace aggregation for performance visualization of large distributed systems. ISPASS 2014: 139-140
2013
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Lucas Mello Schnorr, Arnaud Legrand, Jean-Marc Vincent:
Interactive analysis of large distributed systems with scalable topology-based visualization. ISPASS 2013: 64-73
2012
[c9]
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Lucas Mello Schnorr, Arnaud Legrand:
Visualizing More Performance Data Than What Fits on Your Screen. Parallel Tools Workshop 2012: 149-162
2010
[c8]
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  - conf/pdp/FreitasSAN10
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Henrique Cota de Freitas, Lucas Mello Schnorr, Marco Antonio Zanata Alves, Philippe Olivier Alexandre Navaux:
Impact of Parallel Workloads on NoC Architecture Design. PDP 2010: 551-555
2009
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Lucas Mello Schnorr, Guillaume Huard, Philippe Olivier Alexandre Navaux:
Towards Visualization Scalability through Time Intervals and Hierarchical Organization of Monitoring Data. CCGRID 2009: 428-435
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Henrique C. Freitas, Marco A. Z. Alves, Lucas Mello Schnorr, Philippe Olivier Alexandre Navaux:
Performance Evaluation of NoC Architectures for Parallel Workloads. NOCS 2009: 87
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Lucas Mello Schnorr, Philippe Olivier Alexandre Navaux, Guillaume Huard:
Visual Mapping of Program Components to Resources Representation: A 3D Analysis of Grid Parallel Applications. SBAC-PAD 2009: 127-134
2008
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Lucas Mello Schnorr, Guillaume Huard, Philippe Olivier Alexandre Navaux:
3D approach to the visualization of parallel applications and Grid monitoring information. GRID 2008: 233-241
2006
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  - conf/ccgrid/MarquezanRSCMN06
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Clarissa Cassales Marquezan, Rodrigo da Rosa Righi, Lucas Mello Schnorr, Alexandre Carissimi, Nicolas Maillard, Philippe Olivier Alexandre Navaux:
ICE: A Service Oriented Approach to Uniform the Access and Management of Cluster Environments. CCGRID 2006: 54
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Lucas Mello Schnorr, Philippe Olivier Alexandre Navaux, Benhur de Oliveira Stein:
DIMVisual: Data Integration Model for Visualization of Parallel Programs Behavior. CCGRID 2006: 473-480
2003
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Gabriela Jacques da Silva, Lucas Mello Schnorr, Benhur de Oliveira Stein:
JRastro: A Trace Agent for Debugging Multithreaded and Distributed Java Programs. SBAC-PAD 2003: 46-54

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2023
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Arthur Francisco Lorenzon, Lucas Mello Schnorr:
Pensamento Computacional Paralelo: Desafios do Presente e do Futuro. Escola de Computação PPGC/UFRGS 50 Anos 2023: 53-78

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