Bruno Schulze

ORCID

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 20

Top Venues

CoRR

Concurr. Comput. Pract. Exp.

WSCAD

J. Netw. Comput. Appl.

University of Campinas, Brazil (PHD)

Education History

University of Campinas, Brazil

PHD

Publications

André M. Yokoyama, Mariza Ferro, Bruno Schulze
Multi-objective hyperparameter optimization approach with genetic algorithms towards efficient and environmentally friendly machine learning. AI Commun. 37 (3) (2024)
Mariza Ferro, Gabrieli Silva, Felipe B. de Paula, Vítor Vieira, Bruno Schulze
Towards a sustainable artificial intelligence: A case study of energy efficiency in decision tree algorithms. Concurr. Comput. Pract. Exp. 35 (17) (2023)
André M. Yokoyama, Mariza Ferro, Felipe B. de Paula, Vítor Vieira, Bruno Schulze
Investigating hardware and software aspects in the energy consumption of machine learning: A green AI-centric analysis. Concurr. Comput. Pract. Exp. 35 (24) (2023)
André M. Yokoyama, Mariza Ferro, Bruno Schulze
A Multi-objective Hyperparameter Optimization for Machine Learning Using Genetic Algorithms: A Green AI Centric Approach. IBERAMIA (2022)
Henrique Kloh, Vinod E. F. Rebello, Cristina Boeres, Bruno Schulze, Mariza Ferro
Static job scheduling for environments with vertical elasticity. Concurr. Comput. Pract. Exp. 32 (19) (2020)
Daniel Yokoyama, Bruno Schulze, Fábio Borges, Giacomo V. Mc Evoy
The survey on ARM processors for HPC. J. Supercomput. 75 (10) (2019)
Gabrieli Silva, Vinícius Klôh, Andre M. Yokoyama, Mariza Ferro, Bruno Schulze
SMCis: Scientific Applications Monitoring Tool for HPC Environments. WSCAD (2018)
Allan Santos, Hermano Lustosa, Fábio Porto, Bruno Schulze
Towards In-transit Analysis on Supercomputing Environments. CoRR (2018)
Fabio Licht, Bruno Schulze, Luis C. E. Bona, Antonio Roberto Mury
Analysis of parallelized libraries and interference effects in concurrent environments. Comput. Electr. Eng. 66 (2018)
Vinícius Klôh, Daniel Yokoyama, Andre M. Yokoyama, Gabrieli Silva, Mariza Ferro, Bruno Schulze
Performance and Energy Efficiency Evaluation for HPC Applications in Heterogeneous Architectures. WSCAD (2018)
Gabrieli Silva, Vinícius Klôh, Andre M. Yokoyama, Matheus Gritz, Bruno Schulze, Mariza Ferro
SMCis: Scientific Applications Monitoring and Prediction for HPC Environments. WSCAD (Selected Papers) (2018)
Daniel Yokoyama, Bruno Schulze, Henrique Kloh, Matheus Bandini, Vinod E. F. Rebello
Affinity aware scheduling model of cluster nodes in private clouds. J. Netw. Comput. Appl. 95 (2017)
Victor Dias de Oliveira, Jonathan Pinto Barbosa, Matheus Bandini, Bruno Schulze, Raquel Pinto
Alocação de Ambientes Virtuais com base na Afinidade entre Perfis de Aplicações Massivamente Paralelas e Distribuídas. SBRC (2017)
Rafael Tolosana-Calasanz, Luiz Fernando Bittencourt, Bruno Schulze, Andrey Brito, Seán Murphy
Message from the CloudAM and HDCC 2017 Workshops Co-Chairs. UCC (Companion") (2017)
Mariza Ferro, Gabrieli Silva, Vinícius Klôh, Andre M. Yokoyama, Antonio Roberto Mury, Bruno Schulze
Challenges in HPC Evaluation: Towards a Methodology for Scientific Application Requirements. TopHPC (2017)
Guilherme Galante, Luis Carlos Erpen De Bona, Antonio Roberto Mury, Bruno Schulze, Rodrigo da Rosa Righi
An Analysis of Public Clouds Elasticity in the Execution of Scientific Applications: a Survey. J. Grid Comput. 14 (2) (2016)
Mariza Ferro, Marisa F. Nicolas, Quadalupe Del Rosario Q. Saji, Antonio Roberto Mury, Bruno Schulze
Leveraging High Performance Computing for Bioinformatics: A Methodology that Enables a Reliable Decision-Making. CCGrid (2016)
Felipe Fernandes, David Beserra, Edward David Moreno, Bruno Schulze, Raquel Coelho Gomes Pinto
A virtual machine scheduler based on CPU and I/O-bound features for energy-aware in high performance computing clouds. Comput. Electr. Eng. 56 (2016)
Mariza Ferro, Giacomo V. McEvoy, Bruno Schulze
Analysis of High Performance Applications Using Workload Requirements. VECPAR (2016)
Mariza Ferro, Antonio Roberto Mury, Bruno Schulze
A Gain Function for Architectural Decision-Making in Scientific Computing. CoRR (2016)
Giacomo V. McEvoy, Antonio Roberto Mury, Bruno Schulze
An analysis of definition and placement of virtual machines for high performance applications on Clouds. Concurr. Comput. Pract. Exp. 27 (7) (2015)
Fabio Licht, Bruno Schulze, Luis C. E. Bona, Antonio Roberto Mury
The Affinity Effects of Parallelized Libraries in Concurrent Environments. CoRR (2015)
Mariza Ferro, Antonio Roberto Mury, Laion F. Manfroi, Bruno Schulze
High Performance Computing Evaluation A methodology based on Scientific Application Requirements. CoRR (2014)
Helder Pereira Borges, José Neuman de Souza, Bruno Schulze, Antonio Roberto Mury
Automatic services instantiation based on a process specification. J. Netw. Comput. Appl. 39 (2014)
Antonio Roberto Mury, Bruno Schulze, Fabio Licht, Luis Carlos Erpen De Bona, Mariza Ferro
A Concurrency Mitigation Proposal for Sharing Environments: An Affinity Approach Based on Applications Classes. ICC (2014)
Reinaldo Bezerra Braga, Igor A. Chaves, Carina Teixeira de Oliveira, Rossana M. C. Andrade, José Neuman de Souza, Hervé Martin, Bruno Schulze
RETENTION: A reactive trust-based mechanism to detect and punish malicious nodes in ad hoc grid environments. J. Netw. Comput. Appl. 36 (1) (2013)
Jonathan Pinto Barbosa, Victor Dias de Oliveira, Antonio Roberto Mury, Bruno Schulze
Neblina - Scientific management environments for clouds. LatinCloud (2013)
Ramon G. Costa, Fábio Porto, Bruno Schulze, Hermano Lustosa
Projeto de banco de dados de simulações numéricas. SBBD (Short Papers) (2013)
Fábio Porto, Bruno Schulze
Data management for eScience in Brazil. Concurr. Comput. Pract. Exp. 25 (16) (2013)
Laion F. Manfroi, Mariza Ferro, Andre M. Yokoyama, Antonio Roberto Mury, Bruno Schulze
A Walking Dwarf on the Clouds. UCC (2013)
Guilherme Galante, Luis Carlos Erpen De Bona, Antonio Roberto Mury, Bruno Schulze
Are Public Clouds Elastic Enough for Scientific Computing? ICSOC Workshops (2013)
Bruno Schulze, Vinod E. F. Rebello, José E. Moreira
Latest trends in computer architectures and parallel and distributed technologies. Concurr. Comput. Pract. Exp. 25 (6) (2013)
Felipe Juliani, Jonathan Pinto Barbosa, Antonio Roberto Mury, Bruno Schulze
Integration of Cloud Services in Support to Tests, Simulations and Knowledge Dissemination with Cluster Environments. WSCAD-SSC (2012)
Helder Pereira Borges, José Neuman de Souza, Bruno Schulze, Antonio Roberto Mury
A process for clouds services procurement based on model and QoS. LatinCloud (2012)
Helder Pereira Borges, José Neuman de Souza, Bruno Schulze, Antonio Roberto Mury
Automatic generation of platforms in cloud computing. NOMS (2012)
Henrique Kloh, Bruno Schulze, Raquel Coelho Gomes Pinto, Antonio Roberto Mury
A bi-criteria scheduling process with CoS support on grids and clouds. Concurr. Comput. Pract. Exp. 24 (13) (2012)
Daniel Yokoyama, Victor Dias de Oliveira, Henrique Kloh, Matheus Bandini, Fábio Porto, Bruno Schulze, Antonio Roberto Mury
The Impact of Hypervisor Layer on Database Applications. UCC (2012)
Bruno Schulze, Rajkumar Buyya, Fábio Porto
Middleware for Clouds and e-Science. Concurr. Comput. Pract. Exp. 24 (13) (2012)
Giacomo V. McEvoy, Fábio Porto, Bruno Schulze
A Representation Model for Virtual Machine Allocation. UCC (2012)
Edmundo R. M. Madeira, Elias P. Duarte Jr., Javier Baliosian, Bruno Schulze
Managing Secure Virtual Infrastructures: From Networks to Clouds - A Report on LANOMS 2011. J. Netw. Syst. Manag. 20 (4) (2012)
João Marcelo U. de Alencar, Rossana M. C. Andrade, Windson Viana, Bruno Schulze
P2PScheMe: a P2P scheduling mechanism for workflows in grid computing. Concurr. Comput. Pract. Exp. 24 (13) (2012)
Ramon G. Costa, Fábio Porto, Bruno Schulze
Towards Analytical Data Management for Numerical Simulations. AMW (2012)
Giacomo V. Mc Evoy, Bruno Schulze
Understanding scheduling implications for scientific applications in clouds. MGC (2011)
Bruno Schulze, James D. Myers
Middleware strategies for clouds and grids in e-Science. Concurr. Comput. Pract. Exp. 23 (17) (2011)
Giacomo V. Mc Evoy, Bruno Schulze, Eduardo L. M. Garcia
Performance and deployment evaluation of a parallel application on a private Cloud. Concurr. Comput. Pract. Exp. 23 (17) (2011)
Mariza Ferro, Antonio Roberto Mury, Bruno Schulze
A proposal to apply inductive logic programming to self-healing problem in grid computing: How will it work? Concurr. Comput. Pract. Exp. 23 (17) (2011)
Bruno Schulze, Geoffrey C. Fox
Special Issue: Advanced Scheduling Strategies and Grid Programming Environments. Concurr. Comput. Pract. Exp. 22 (3) (2010)
Luis C. da Costa, Esteban Walter Gonzalez Clua, Gilson A. Giraldi, Flávia Cristina Bernardini, Reinaldo A. C. Bianchi, Bruno Schulze, Anselmo Antunes Montenegro
A framework of intentional characters for simulation of social behavior. SummerSim (2010)
Felipe S. Martins, Rossana M. de Castro Andrade, Aldri L. dos Santos, Bruno Schulze, José Neuman de Souza
Detecting misbehaving units on computational grids. Concurr. Comput. Pract. Exp. 22 (3) (2010)
Antonio Roberto Mury, Bruno Schulze, Antônio Tadeu A. Gomes
Task distribution models in grids: towards a profile-based approach. Concurr. Comput. Pract. Exp. 22 (3) (2010)
Patrícia A. P. Costa, Eduardo L. M. Garcia, Bruno Schulze, Helio J. C. Barbosa
Evaluation of a distributed numerical simulation optimization approach applied to aquifer remediation. ICCS (1) (2010)
Douglas Oliveira, Fábio Porto, Gilson A. Giraldi, Bruno Schulze, Raquel Coelho Gomes Pinto
Optimizing the pre-processing of scientific visualization techniques using QEF. MGC@Middleware (2010)
Henrique Kloh, Bruno Schulze, Antonio Roberto Mury, Raquel Coelho Gomes Pinto
A scheduling model for workflows on grids and clouds. MGC@Middleware (2010)
Bruno Schulze, Omer F. Rana, José Neuman de Souza
Special Issue: Advanced Strategies in Grid Environments - Models and Techniques for Scheduling and Programming. Concurr. Comput. Pract. Exp. 21 (13) (2009)
Walfredo Cirne, Bruno Schulze
Special Issue: The Best of CCGrid'2007: A Snapshot of an 'Adolescent' Area. Concurr. Comput. Pract. Exp. 21 (3) (2009)
Giacomo V. Mc Evoy, Bruno Schulze, Eduardo L. M. Garcia
Performance and deployment evaluation of a parallel application in an on-premises Cloud environment. MGC@Middleware (2009)
Edmundo R. M. Madeira, Bruno Schulze
Managing Networks and Services of the Future. J. Netw. Syst. Manag. 17 (1-2) (2009)
Anolan Milanés, Noemi de La Rocque Rodriguez, Bruno Schulze
State of the art in heterogeneous strong migration of computations. Concurr. Comput. Pract. Exp. 20 (13) (2008)
José Neuman de Souza, Bruno Schulze, Jacques Philippe Sauvé, Edmundo Roberto Mauro Madeira, Artur Ziviani
Bringing Autonomic Principles for Managing Next Generation Networks and Services: A Report on LANOMS 2007. J. Netw. Syst. Manag. 16 (1) (2008)
Giacomo V. Mc Evoy, Bruno Schulze
Using clouds to address grid limitations. MGC (2008)
Bruno Schulze, David Abramson, Radha Nandkumar, Rajkumar Buyya
Special Issue: Middleware for Grid Computing. Concurr. Comput. Pract. Exp. 20 (9) (2008)
Márcio L. Dutra, Paulo Sérgio Silva Rodrigues, Gilson Antonio Giraldi, Bruno Schulze
Distributed Visualization Using VTK in Grid Environments. CCGRID (2007)
Fábio Porto, Othman Tajmouati, Vinícius F. V. da Silva, Bruno Schulze, Fausto V. M. Ayres
QEF - Supporting Complex Query Applications. CCGRID (2007)
Bruno Schulze, Geoff Coulson, Radha Nandkumar, Peter Henderson
Special Issue: Middleware for Grid Computing: A 'Possible Future'. Concurr. Comput. Pract. Exp. 19 (14) (2007)
Anolan Milanés, Noemi de La Rocque Rodriguez, Bruno Schulze
A classification for the implementations of heterogeneous strong migration of computations. CCGRID (2007)
Patrícia Kayser Vargas, Inês de Castro Dutra, Vinícius Dalto do Nascimento, Lucas A. S. Santos, Luciano Cavalheiro da Silva, Cláudio F. R. Geyer, Bruno Schulze
GRAND: toward scalability in a Grid environment. Concurr. Comput. Pract. Exp. 19 (14) (2007)
Luiz M. R. Gadelha Jr., Bruno Schulze
On the management of grid credentials. MGC (2007)
Lisandro Zambenedetti Granville, Luciano Paschoal Gaspary, Bruno Schulze, José Neuman de Souza
Spotlights on Network Operations and Management Research in Latin America - A Report on LANOMS 2005. J. Netw. Syst. Manag. 14 (1) (2006)
Anolan Milanés, Noemi de La Rocque Rodriguez, Bruno Schulze
Heterogeneous Strong Computation Migration CoRR (2006)
Bruno Schulze, Radha Nandkumar
Special Issue: Middleware for Grid Computing. Concurr. Comput. Pract. Exp. 18 (6) (2006)
Vinícius F. V. da Silva, Márcio L. Dutra, Fábio Porto, Bruno Schulze, Álvaro Cesar P. Barbosa, Jauvane C. de Oliveira
An adaptive parallel query processing middleware for the Grid. Concurr. Comput. Pract. Exp. 18 (6) (2006)
Fábio Porto, Vinícius F. V. da Silva, Márcio L. Dutra, Bruno Schulze
An Adaptive Distributed Query Processing Grid Service. DMG (2005)
Patrícia Kayser Vargas, Inês de Castro Dutra, Vinícius Dalto do Nascimento, Lucas A. S. Santos, Luciano Cavalheiro da Silva, Cláudio Fernando Resin Geyer, Bruno Schulze
Hierarchical submission in a Grid environment. MGC@Middleware (2005)
Luciana dos S. Lima, Antônio Tadeu A. Gomes, Artur Ziviani, Markus Endler, Luiz F. G. Soares, Bruno Schulze
Peer-to-peer resource discovery in mobile Grids. MGC@Middleware (2005)
Anolan Milanés, Noemi de La Rocque Rodriguez, Bruno Schulze
Managing jobs with an interpreted language for dynamic adaptation. MGC@Middleware (2005)
Vinícius Fontes, Bruno Schulze, Márcio L. Dutra, Fábio Porto, Álvaro Cesar P. Barbosa
CoDIMS-G: a data and program integration service for the grid. Middleware for Grid Computing (2004)
Luiz Antônio M. Pereira, Rubens N. Melo, Fábio Porto, Bruno Schulze
A workflow-based architecture for E-learning in the Grid. CCGRID (2004)
Fábio Porto, Gilson A. Giraldi, Jauvane C. de Oliveira, Rodrigo L. S. Silva, Bruno Schulze
CoDIMS: an adaptable middleware system for scientific visualization in Grids. Concurr. Pract. Exp. 16 (5) (2004)
Bruno Schulze, Edmundo Roberto Mauro Madeira
Grid computing and active services. Concurr. Pract. Exp. 16 (5) (2004)
Bruno Schulze, Radha Nandkumar
Introduction to the 2nd International Workshop on Middleware for Grid Computing (MGC). Middleware for Grid Computing (2004)
Gilson A. Giraldi, Jauvane C. de Oliveira, Bruno Schulze, Rodrigo L. S. Silva
Distributed Visualization in Grid Environment. Middleware Workshops (2003)
Fabiano S. G. de Oliveira, Constantino G. Ribeiro, Jauvane C. de Oliveira, Bruno Schulze, Edmundo R. M. Madeira
Functionalities in Grid Computing with Active Services. Middleware Workshops (2003)
Bruno Schulze, Edmundo R. M. Madeira, Patrícia Ropelatto, Francisco Jose Silveira de Vasconcellos
MomentA: Service Management Using Mobile Agents in a CORBA Environment. J. Netw. Syst. Manag. 9 (2) (2001)
Bruno Schulze, Edmundo R. M. Madeira
Migration Transparency in Agent Systems. ISADS (1999)
Bruno Schulze, Edmundo R. M. Madeira
Contracting and Moving Agents in Distributed Applications Based on a Service-Oriented Architecture. Mobile Agents (1997)

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Publication Activity (10 Years)

Top Topics

Top Venues

Bruno Schulze