Hermes Senger

According to our database, Hermes Senger authored at least 37 papers between 2003 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Mini-batching with Fused Training and Testing for Data Streams Processing on the Edge.

Reginaldo Luna, Guilherme Weigert Cassales, Bernhard Pfahringer, Albert Bifet, Heitor Murilo Gomes, Hermes Senger

Proceedings of the 21st ACM International Conference on Computing Frontiers, 2024

2023

Balancing Performance and Energy Consumption of Bagging Ensembles for the Classification of Data Streams in Edge Computing.

Guilherme Weigert Cassales, Heitor Murilo Gomes, Albert Bifet, Bernhard Pfahringer, Hermes Senger

IEEE Trans. Netw. Serv. Manag., September, 2023

A Source-to-Source NUMA Profiling Approach.

Leticia S. F. Machado, Claude Tadonki, Hermes Senger

Proceedings of the International Symposium on Computer Architecture and High Performance Computing Workshops , 2023

2022

simwave - A Finite Difference Simulator for Acoustic Waves Propagation.

Jaime Freire de Souza, João Baptista Dias Moreira, Keith Jared Roberts, Roussian di Ramos Alves Gaioso, Edson Satoshi Gomi, Emílio Carlos Nelli Silva, Hermes Senger

CoRR, 2022

2021

Improving the performance of bagging ensembles for data streams through mini-batching.

Guilherme Weigert Cassales, Heitor Murilo Gomes, Albert Bifet, Bernhard Pfahringer, Hermes Senger

Inf. Sci., 2021

Distributed Novelty Detection at the Edge for IoT Network Security.

Luís Puhl, Guilherme Weigert Cassales, Hélio Crestana Guardia, Hermes Senger

Proceedings of the Computational Science and Its Applications - ICCSA 2021, 2021

Non-cooperative Vehicular Density Prediction in VANETs.

Lourdes Portugal-Poma Costa, Cesar Augusto Cavalheiro Marcondes, Hermes Senger

Proceedings of the Computational Science and Its Applications - ICCSA 2021, 2021

2020

Performance evaluation of single vs. batch of queries on GPUs.

Roussian R. A. Gaioso, Veronica Gil-Costa, Hélio Guardia, Hermes Senger

Concurr. Comput. Pract. Exp., 2020

High-performance computing for computational science.

Veronica Gil-Costa, Hermes Senger

Concurr. Comput. Pract. Exp., 2020

Improving parallel performance of ensemble learners for streaming data through data locality with mini-batching.

Guilherme Weigert Cassales, Heitor Murilo Gomes, Albert Bifet, Bernhard Pfahringer, Hermes Senger

Proceedings of the 22nd IEEE International Conference on High Performance Computing and Communications; 18th IEEE International Conference on Smart City; 6th IEEE International Conference on Data Science and Systems, 2020

2019

Performance of Devito on HPC-Optimised ARM Processors.

Hermes Senger, Jaime F. de Souza, Edson Satoshi Gomi, Fabio Luporini, Gerard J. Gorman

CoRR, 2019

Escalabilidade de Aplicações Bag-of-Tasks em Plataformas Heterogêneas.

Jaime F. de Souza, Hermes Senger, Fabrício A. B. da Silva

Proceedings of the XXXVII Brazilian Symposium on Computer Networks and Distributed Systems, 2019

Parallel Strategies for the Execution of Top-k Queries with MaxScore on GPUs.

Roussian R. A. Gaioso, Hélio Crestana Guardia, Veronica Gil-Costa, Hermes Senger

Proceedings of the 31st International Symposium on Computer Architecture and High Performance Computing, 2019

IDSA-IoT: An Intrusion Detection System Architecture for IoT Networks.

Guilherme Weigert Cassales, Hermes Senger, Elaine Ribeiro de Faria, Albert Bifet

Proceedings of the 2019 IEEE Symposium on Computers and Communications, 2019

Modeling Energy Consumption Based on Resource Utilization.

Lucas Venezian Povoa, Cesar Augusto Cavalheiro Marcondes, Hermes Senger

Proceedings of the Computational Science and Its Applications - ICCSA 2019, 2019

2018

A Parallel Implementation of WAND on GPUs.

Roussian R. A. Gaioso, Veronica Gil-Costa, Hélio Guardia, Hermes Senger

Proceedings of the 26th Euromicro International Conference on Parallel, 2018

2017

Modelling Energy Consumption based on Resource Utilization.

Lucas Venezian Povoa, Cesar Augusto Cavalheiro Marcondes, Hermes Senger

CoRR, 2017

SparkBLAST: scalable BLAST processing using in-memory operations.

Marcelo Rodrigo de Castro, Catherine dos Santos Tostes, Alberto M. R. Dávila, Hermes Senger, Fabrício Alves Barbosa da Silva

BMC Bioinform., 2017

2016

Survey on Simulation for Mobile Ad-Hoc Communication for Disaster Scenarios.

Erika Rosas, Nicolas Hidalgo, Veronica Gil-Costa, Carolina Bonacic, Mauricio Marín, Hermes Senger, Luciana Arantes, Cesar Augusto Cavalheiro Marcondes, Olivier Marin

J. Comput. Sci. Technol., 2016

Parallel and distributed computing for Big Data applications.

Hermes Senger, Cláudio F. R. Geyer

Concurr. Comput. Pract. Exp., 2016

BSP cost and scalability analysis for MapReduce operations.

Hermes Senger, Veronica Gil-Costa, Luciana Arantes, Cesar Augusto Cavalheiro Marcondes, Mauricio Marín, Liria Matsumoto Sato, Fabrício A. B. da Silva

Concurr. Comput. Pract. Exp., 2016

Black-Box Optimization of Hadoop Parameters Using Derivative-Free Optimization.

Diego Desani, Veronica Gil-Costa, Cesar Augusto Cavalheiro Marcondes, Hermes Senger

Proceedings of the 24th Euromicro International Conference on Parallel, 2016

2014

Applying Machine Learning to Reduce Overhead in DTN Vehicular Networks.

Lourdes P. Portugal-Poma, Cesar Augusto Cavalheiro Marcondes, Hermes Senger, Luciana Arantes

Proceedings of the 2014 Brazilian Symposium on Computer Networks and Distributed Systems, 2014

2013

A model for estimating energy consumption based on resources utilization.

Lucas Venezian Povoa, Pedro W. Bignatto, Carlos E. Monteiro, Daniel Mueller, Cesar Augusto Cavalheiro Marcondes, Hermes Senger

Proceedings of the 2013 IEEE Symposium on Computers and Communications, 2013

2012

Bounds on the Scalability of Bag-of-Tasks Applications Running on Master-Slave Platforms.

Hermes Senger, Fabrício Alves Barbosa da Silva

Parallel Process. Lett., 2012

2011

Scalability limits of Bag-of-Tasks applications running on hierarchical platforms.

Fabrício Alves Barbosa da Silva, Hermes Senger

J. Parallel Distributed Comput., 2011

2010

Scalability analysis of embarassingly parallel applications on large clusters.

Fabrício Alves Barbosa da Silva, Hermes Senger

Proceedings of the 24th IEEE International Symposium on Parallel and Distributed Processing, 2010

2009

Improving scalability of Bag-of-Tasks applications running on master-slave platforms.

Fabrício Alves Barbosa da Silva, Hermes Senger

Parallel Comput., 2009

2007

Exploiting idle cycles to execute data mining applications on clusters of PCs.

Hermes Senger, Eduardo R. Hruschka, Fabrício Alves Barbosa da Silva, Liria Matsumoto Sato, Calebe De Paula Bianchini, Bruno F. Jerosch

J. Syst. Softw., 2007

2006

Grid Platforms for e-Democracy Applications.

Hermes Senger, Fabrício Alves Barbosa da Silva, Manuel de Jesus Mendes, R. Rondini, Cléver Ricardo Guareis de Farias

Proceedings of the 11th IEEE Symposium on Computers and Communications (ISCC 2006), 2006

A Learning Object on Computational Intelligence.

Fábio A. P. Reis, Igor C. Félix, Silvio Luiz Stanzani, Ricardo J. G. B. Campello, Leandro Nunes de Castro, Hermes Senger, Marta C. Rosatelli

Proceedings of the 6th IEEE International Conference on Advanced Learning Technologies, 2006

Hierarchical Scheduling of Independent Tasks with Shared Files.

Hermes Senger, Fabrício Alves Barbosa da Silva, Waneron M. Nascimento

Proceedings of the Sixth IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2006), 2006

Supporting the Collaborative Construction of Learning Objects Using the Grid.

Marta C. Rosatelli, Hermes Senger, Fabrício Alves Barbosa da Silva, Silvio Luiz Stanzani, Cesar Nunes

Proceedings of the Sixth IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2006), 2006

2004

Inhambu: Data Mining Using Idle Cycles in Clusters of PCs.

Hermes Senger, Eduardo R. Hruschka, Fabrício Alves Barbosa da Silva, Liria Matsumoto Sato, Calebe De Paula Bianchini, Marcelo D. Esperidiãao

Proceedings of the Network and Parallel Computing, IFIP International Conference, 2004

Running Data Mining Applications on the Grid: A Bag-of-Tasks Approach.

Fabrício Alves Barbosa da Silva, Sílvia Carvalho, Hermes Senger, Eduardo R. Hruschka, Cléver Ricardo Guareis de Farias

Proceedings of the Computational Science and Its Applications, 2004

2003

The Grid: An Enabling Infrastructure for Future E-Business, E-Commerce and E-Government Applications.

Fabrício Alves Barbosa da Silva, Hermes Senger

Proceedings of the Digital Communities in a Networked Society: eCommerce, 2003

Load Distribution for Heterogeneous and Non-Dedicated Clusters Based on Dynamic Monitoring and Differentiated Services.

Hermes Senger, Liria Matsumoto Sato

Proceedings of the 2003 IEEE International Conference on Cluster Computing (CLUSTER 2003), 2003