Intelligent Cloud Technologies Group
IBM Research Brazil Publications
2020
Adding Hyperknowledge-enabled data lineage to a machine learning workflow management system for oil and gas
Leonardo Guerreiro Azevedo, Renan Souza, Rafael Brandao, Vitor N Lourenco, Marcelo Costalonga, Marcelo de OC Machado, Marcio Moreno, Renato Cerqueira
First Break 38(7), 89--93, European Association of Geoscientists & Engineers, 2020
Leonardo Guerreiro Azevedo, Renan Souza, Rafael Brandao, Vitor N Lourenco, Marcelo Costalonga, Marcelo de OC Machado, Marcio Moreno, Renato Cerqueira
First Break 38(7), 89--93, European Association of Geoscientists & Engineers, 2020
Managing Data Lineage of O&G Machine Learning Models: The Sweet Spot for Shale Use Case
Raphael Thiago, Renan Souza, L. Azevedo, E. Soares, Santos Rodrigo, Wallas Santos, Max De Bayser, M. Cardoso, M. Moreno, Renato Cerqueira
European Association of Geoscientists and Engineers (EAGE) Digitalization Conference and Exhibition, 2020
Raphael Thiago, Renan Souza, L. Azevedo, E. Soares, Santos Rodrigo, Wallas Santos, Max De Bayser, M. Cardoso, M. Moreno, Renato Cerqueira
European Association of Geoscientists and Engineers (EAGE) Digitalization Conference and Exhibition, 2020
Supporting the Training of Physics Informed Neural Networks for Seismic Inversion Using Provenance
Renan Souza, A. Codas, J. Almeida Nogueira Junior, M. P. Quinones, L. Azevedo, R. Thiago, E. Soares, M. Cardoso, L. Martins
American Association of Petroleum Geologists Annual Convention and Exhibition (AAPG), 2020
Renan Souza, A. Codas, J. Almeida Nogueira Junior, M. P. Quinones, L. Azevedo, R. Thiago, E. Soares, M. Cardoso, L. Martins
American Association of Petroleum Geologists Annual Convention and Exhibition (AAPG), 2020
Experiencing ProvLake to Manage the Data Lineage of AI Workflows
Leonardo Azevedo, Renan Souza, Raphael Thiago, Elton Soares, Marcio Moreno
Meeting in Innovation in Information Systems (EISI) in Brazilian Symposium in Information Systems (SBSI), 2020
Leonardo Azevedo, Renan Souza, Raphael Thiago, Elton Soares, Marcio Moreno
Meeting in Innovation in Information Systems (EISI) in Brazilian Symposium in Information Systems (SBSI), 2020
Workflow Provenance in the Lifecycle of Scientific Machine Learning
Renan Souza, Leonardo G. Azevedo, Vitor Lourenco, Elton Soares, Raphael Thiago, Rafael Brandao, Daniel Civitarese, Emilio Vital Brazil, Marcio Moreno, Patrick Valduriez, Marta Mattoso, Renato Cerqueira, Marco A. S. Netto
2020
Renan Souza, Leonardo G. Azevedo, Vitor Lourenco, Elton Soares, Raphael Thiago, Rafael Brandao, Daniel Civitarese, Emilio Vital Brazil, Marcio Moreno, Patrick Valduriez, Marta Mattoso, Renato Cerqueira, Marco A. S. Netto
2020
Predicting Account Receivables with Machine Learning
AP Appel, GL Malfatti, RLF Cunha, B Lima, R de Paula
KDD MLF, 2020
AP Appel, GL Malfatti, RLF Cunha, B Lima, R de Paula
KDD MLF, 2020
Estimating Crop Yields With Remote Sensing And Deep Learning
Renato Luiz de Freitas Cunha, Bruno Silva
2020 IEEE Latin American GRSS & ISPRS Remote Sensing Conference (LAGIRS), 59-64
Abstract crop yield, normalized difference vegetation index, deep learning, remote sensing, crop, computer science, artificial intelligence, crop production
Renato Luiz de Freitas Cunha, Bruno Silva
2020 IEEE Latin American GRSS & ISPRS Remote Sensing Conference (LAGIRS), 59-64
Abstract crop yield, normalized difference vegetation index, deep learning, remote sensing, crop, computer science, artificial intelligence, crop production
Towards a common environment for learning scheduling algorithms
Renato L. F. Cunha and Luiz Chaimowicz
2020 IEEE 28th International Symposium onModeling, Analysis, and Simulation of Computer and Telecommunication Systems, IEEE
Renato L. F. Cunha and Luiz Chaimowicz
2020 IEEE 28th International Symposium onModeling, Analysis, and Simulation of Computer and Telecommunication Systems, IEEE
2019
Strong Scaling Strategy for Deep Neural Network Seismic Segmentation Models
Eduardo R Rodrigues, Renato L. F. Cunha, Daniel Chevitarese, Daniela
2019 Rice Oil & Gas Conference
Eduardo R Rodrigues, Renato L. F. Cunha, Daniel Chevitarese, Daniela
2019 Rice Oil & Gas Conference
Taxonomy of Package Management in Programming Languages and Operating Systems
Hisham Muhammad, Lucas C. Villa Real, Michael Homer
Proceedings of the 10th Workshop on Programming Languages and Operating Systems, pp. 60--66, ACM, 2019
Hisham Muhammad, Lucas C. Villa Real, Michael Homer
Proceedings of the 10th Workshop on Programming Languages and Operating Systems, pp. 60--66, ACM, 2019
Efficient Runtime Capture of Multiworkflow Data Using Provenance
Renan Souza, Leonardo Azevedo, Raphael Thiago, Elton Soares, Marcelo Nery, Marco Netto, Emilio Vital Brazil, Renato Cerqueira, Patrick Valduriez, Marta Mattoso
IEEE International Conference on e-Science (eScience), pp. 1--10, 2019
Renan Souza, Leonardo Azevedo, Raphael Thiago, Elton Soares, Marcelo Nery, Marco Netto, Emilio Vital Brazil, Renato Cerqueira, Patrick Valduriez, Marta Mattoso
IEEE International Conference on e-Science (eScience), pp. 1--10, 2019
Managing Data Traceability in the Data Lifecycle for Deep Learning Applied to Seismic Data
Renan Souza, Emilio Vital Brazil, Leonardo Azevedo, Rodrigo Ferreira, Daniel Chevitarese, Elton Soares, Raphael Thiago, Marcelo Nery, Viviane Torres, Renato Cerqueira
American Association of Petroleum Geologists Annual Convention and Exhibition (AAPG), 2019
Renan Souza, Emilio Vital Brazil, Leonardo Azevedo, Rodrigo Ferreira, Daniel Chevitarese, Elton Soares, Raphael Thiago, Marcelo Nery, Viviane Torres, Renato Cerqueira
American Association of Petroleum Geologists Annual Convention and Exhibition (AAPG), 2019
Provenance Data in the Machine Learning Lifecycle in Computational Science and Engineering
Renan Souza, Leonardo Azevedo, VÃtor Lourenço, Elton Soares, Raphael Thiago, Rafael Brandão, Daniel Civitarese, Emilio Vital Brazil, Marcio Moreno, Patrick Valduriez, Marta Mattoso, Renato Cerqueira, Marco A. S. Netto
Workflows in Support of Large-Scale Science (WORKS) workshop co-located with the ACM/IEEE International Conference for High Performance Computing, Networking, Storage, and Analysis (SC), 2019
Renan Souza, Leonardo Azevedo, VÃtor Lourenço, Elton Soares, Raphael Thiago, Rafael Brandão, Daniel Civitarese, Emilio Vital Brazil, Marcio Moreno, Patrick Valduriez, Marta Mattoso, Renato Cerqueira, Marco A. S. Netto
Workflows in Support of Large-Scale Science (WORKS) workshop co-located with the ACM/IEEE International Conference for High Performance Computing, Networking, Storage, and Analysis (SC), 2019
Keeping Track of User Steering Actions in Dynamic Workflows
Renan Souza, Vitor Silva, Jose J. Camata, Alvaro L. G. A. Coutinho, Patrick Valduriez, Marta Mattoso
Future Generation Computer Systems (FGCS)99, 624--643, 2019
Renan Souza, Vitor Silva, Jose J. Camata, Alvaro L. G. A. Coutinho, Patrick Valduriez, Marta Mattoso
Future Generation Computer Systems (FGCS)99, 624--643, 2019
Large-scale 3D Geospatial Processing Made Possible
Lucas C. Villa Real, Bruno Silva, Dikran S. Meliksetian, Kaique Sacchi
Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, pp. 199--208, ACM, 2019
Lucas C. Villa Real, Bruno Silva, Dikran S. Meliksetian, Kaique Sacchi
Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, pp. 199--208, ACM, 2019
Strong Scaling Strategy for Deep Neural Network Seismic Segmentation Models
Eduardo R Rodrigues, Renato Cunha, Daniel Chevitarese, Daniela Szwarcman
2019 Rice Oil & Gas Conference
Eduardo R Rodrigues, Renato Cunha, Daniel Chevitarese, Daniela Szwarcman
2019 Rice Oil & Gas Conference
2018
A Search Space Exploration Framework for e-Science Applications
Eric B. Gauch, Bruno Estima Correia Milanesi Castanheira, Bruno Silva, Renato L. F. Cunha, Marco A. S. Netto
BreSci - XII Brazilian e-Science Workshop, 2018
Eric B. Gauch, Bruno Estima Correia Milanesi Castanheira, Bruno Silva, Renato L. F. Cunha, Marco A. S. Netto
BreSci - XII Brazilian e-Science Workshop, 2018
Databases as a Service
Renato L. F. Cunha
Encyclopedia of Big Data Technologies, Springer International Publishing AG, 2018
in press
Renato L. F. Cunha
Encyclopedia of Big Data Technologies, Springer International Publishing AG, 2018
in press
Provenance of Dynamic Adaptations in User-Steered Dataflows
Renan Souza, Marta Mattoso
7th International Provenance and Annotation Workshop (IPAW), pp. 16--29, 2018
Abstract
Renan Souza, Marta Mattoso
7th International Provenance and Annotation Workshop (IPAW), pp. 16--29, 2018
Abstract
Capturing Provenance for Runtime Data Analysis in Computational Science and Engineering Applications
Vitor Silva, Renan Souza, Jose Camata, Daniel de Oliveira, Patrick Valduriez, Alvaro LGA Coutinho, Marta Mattoso
7th International Provenance and Annotation Workshop (IPAW), pp. 183--187, 2018
Abstract
Vitor Silva, Renan Souza, Jose Camata, Daniel de Oliveira, Patrick Valduriez, Alvaro LGA Coutinho, Marta Mattoso
7th International Provenance and Annotation Workshop (IPAW), pp. 183--187, 2018
Abstract
Adding domain data to code profiling tools to debug workflow parallel execution
Vitor Silva, Leonardo Neves, Renan Souza, Alvaro Coutinho, Daniel de Oliveira, Marta Mattoso
Future Generation Computer Systems (FGCS), 2018
Abstract
Vitor Silva, Leonardo Neves, Renan Souza, Alvaro Coutinho, Daniel de Oliveira, Marta Mattoso
Future Generation Computer Systems (FGCS), 2018
Abstract
Towards a Human-in-the-Loop Library for Tracking Hyperparameter Tuning in Deep Learning Development
Renan Souza, Liliane Neves, Leonardo Azeredo, Ricardo Luiz, Elaine Tady, Paulo Cavalin, Marta Mattoso
LaDaS@VLDB 2018: Latin American Data Science Workshop
Abstract
Renan Souza, Liliane Neves, Leonardo Azeredo, Ricardo Luiz, Elaine Tady, Paulo Cavalin, Marta Mattoso
LaDaS@VLDB 2018: Latin American Data Science Workshop
Abstract
An argument in favor of strong scaling for deep neural networks with small datasets
Cunha, Renato L de F and Rodrigues, Eduardo R and Viana, Matheus Palhares and Oliveira, Dario Augusto Borges
2018 30th International Symposium on Computer Architecture and High Performance Computing, pp. 306-313, IEEE
Abstract
Cunha, Renato L de F and Rodrigues, Eduardo R and Viana, Matheus Palhares and Oliveira, Dario Augusto Borges
2018 30th International Symposium on Computer Architecture and High Performance Computing, pp. 306-313, IEEE
Abstract
DeepDownscale: a Deep Learning Strategy for High-Resolution Weather Forecast
Eduardo Rocha Rodrigues, Igor Oliveira, Renato L. F. Cunha, Marco A. S. Netto
Proceedings IEEE 14th IEEE International Conference on e-Science (eScience), 2018
Eduardo Rocha Rodrigues, Igor Oliveira, Renato L. F. Cunha, Marco A. S. Netto
Proceedings IEEE 14th IEEE International Conference on e-Science (eScience), 2018
A Scalable Machine Learning System for Pre-Season Agriculture Yield Forecast
Igor Oliveira, Renato L. F. Cunha, Bruno Silva, Marco A. S. Netto
Proceedings IEEE 14th IEEE International Conference on e-Science (eScience), 2018
Igor Oliveira, Renato L. F. Cunha, Bruno Silva, Marco A. S. Netto
Proceedings IEEE 14th IEEE International Conference on e-Science (eScience), 2018
JobPruner: A Machine Learning Assistant for Exploring Parameter Spaces in HPC Applications.
Bruno Silva, Marco A.S. Netto, Renato L.F. Cunha
Future Generation Computer Systems (FGCS), 2018
Abstract
Bruno Silva, Marco A.S. Netto, Renato L.F. Cunha
Future Generation Computer Systems (FGCS), 2018
Abstract
A Manifesto for Future Generation Cloud Computing: Research Directions for the Next Decade
Rajkumar Buyya, Satish Narayana Srirama, Giuliano Casale, Rodrigo Calheiros, Yogesh Simmhan, Blesson Varghese, Erol Gelenbe, Bahman Javadi, Luis Miguel Vaquero, Marco A. S. Netto, Adel Nadjaran Toosi, Maria Alejandra Rodriguez, Ignacio M. Llorente, Sabrina De Capitani Di Vimercati, Pierangela Samarati, Dejan Milojicic, Carlos Varela, Rami Bahsoon, Marcos Dias De Assuncao, Omer Rana, Wanlei Zhou, Hai Jin, Wolfgang Gentzsch, Albert Y. Zomaya, Haiying Shen
ACM Computing Surveys (CSUR) 51(5), 105:1--105:38, ACM, 2018
Abstract
Rajkumar Buyya, Satish Narayana Srirama, Giuliano Casale, Rodrigo Calheiros, Yogesh Simmhan, Blesson Varghese, Erol Gelenbe, Bahman Javadi, Luis Miguel Vaquero, Marco A. S. Netto, Adel Nadjaran Toosi, Maria Alejandra Rodriguez, Ignacio M. Llorente, Sabrina De Capitani Di Vimercati, Pierangela Samarati, Dejan Milojicic, Carlos Varela, Rami Bahsoon, Marcos Dias De Assuncao, Omer Rana, Wanlei Zhou, Hai Jin, Wolfgang Gentzsch, Albert Y. Zomaya, Haiying Shen
ACM Computing Surveys (CSUR) 51(5), 105:1--105:38, ACM, 2018
Abstract
HPC Cloud for Scientific and Business Applications: Taxonomy, Vision, and Research Challenges
Marco A. S. Netto, Rodrigo N. Calheiros, Eduardo R. Rodrigues, Renato L. F. Cunha, R. Buyya
ACM Computing Surveys, 2018
Abstract
Marco A. S. Netto, Rodrigo N. Calheiros, Eduardo R. Rodrigues, Renato L. F. Cunha, R. Buyya
ACM Computing Surveys, 2018
Abstract
A search space exploration framework for e-science applications
E. B. Gauch, Castanheira B., Cunha R. L. F. Silva B., and Netto M. A. S
XII Brazilian e-Science Workshop (BreSci), 2018
Abstract
E. B. Gauch, Castanheira B., Cunha R. L. F. Silva B., and Netto M. A. S
XII Brazilian e-Science Workshop (BreSci), 2018
Abstract
Full speed ahead: 3d spatial database acceleration with GPUs
Lucas C. Villa Real and Bruno Silva
ADMS@VLDB 2018: 9th International Workshop on Accelerating Analytics and Data Management Systems Using Modern Processor and Storage Architectures
Abstract
Lucas C. Villa Real and Bruno Silva
ADMS@VLDB 2018: 9th International Workshop on Accelerating Analytics and Data Management Systems Using Modern Processor and Storage Architectures
Abstract
2017
Tracking of Online Parameter Fine-tuning in Scientific Workflows
Renan Souza, Vitor Silva, Jose Camata, Alvaro Coutinho, Patrick Valduriez, Marta Mattoso
Workflows in Support of Large-Scale Science (WORKS), in conjunction with ACM/IEEE Supercomputing., 2017
Abstract
Renan Souza, Vitor Silva, Jose Camata, Alvaro Coutinho, Patrick Valduriez, Marta Mattoso
Workflows in Support of Large-Scale Science (WORKS), in conjunction with ACM/IEEE Supercomputing., 2017
Abstract
Spark Scalability Analysis in a Scientific Workflow
Renan Souza, Vitor Silva, Pedro Miranda, Alexandre Lima, Patrick Valduriez, Marta Mattoso
32th Brazilian Symposium on Databases (SBBD), pp. 1--6, 2017
Abstract
Renan Souza, Vitor Silva, Pedro Miranda, Alexandre Lima, Patrick Valduriez, Marta Mattoso
32th Brazilian Symposium on Databases (SBBD), pp. 1--6, 2017
Abstract
Data reduction in scientific workflows using provenance monitoring and user steering
Renan Souza, Vitor Silva, Alvaro LGA Coutinho, Patrick Valduriez, Marta Mattoso
Future Generation Computer Systems (FGCS), 2017
Abstract
Renan Souza, Vitor Silva, Alvaro LGA Coutinho, Patrick Valduriez, Marta Mattoso
Future Generation Computer Systems (FGCS), 2017
Abstract
Assistente Interativo para Varredura Parametrica em Aplicacoes de Alto Desempenho
Eric B Gauch, Vitor HL Mesquita, Bruno Silva, Marco Netto
8th Escola Regional de Alto Desempenho - ERAD-SP 2017
Abstract
Eric B Gauch, Vitor HL Mesquita, Bruno Silva, Marco Netto
8th Escola Regional de Alto Desempenho - ERAD-SP 2017
Abstract
Job Placement Advisor Based on Turnaround Predictions for HPC Hybrid Clouds
Renato L. F. Cunha, Eduardo R. Rodrigues, Leonardo P. Tizzei, Marco A.S. Netto
Future Generation Computer Systems (FGCS), 2017
Abstract
Renato L. F. Cunha, Eduardo R. Rodrigues, Leonardo P. Tizzei, Marco A.S. Netto
Future Generation Computer Systems (FGCS), 2017
Abstract
2016
IBM Design Thinking Software Development Framework
Percival Lucena, Alan Braz, Adilson Chicoria, Leonardo Tizzei.
7th Brazilian Workshop on Agile Methods (WBMA'2016), At Curitiba, Spring
Percival Lucena, Alan Braz, Adilson Chicoria, Leonardo Tizzei.
7th Brazilian Workshop on Agile Methods (WBMA'2016), At Curitiba, Spring
SLA-aware Interactive Workflow Assistant for HPC Parameter Sweeping Experiments
Bruno Silva, Marco A. S. Netto, Renato L.F. Cunha
Proc. of the Int. Workshop on Workflows in Support of Large-Scale Science in conjunction with Int. Conf. for High Performance Computing, Networking, Storage and Analysis (WORKS@SC'16), 2016
Abstract
Bruno Silva, Marco A. S. Netto, Renato L.F. Cunha
Proc. of the Int. Workshop on Workflows in Support of Large-Scale Science in conjunction with Int. Conf. for High Performance Computing, Networking, Storage and Analysis (WORKS@SC'16), 2016
Abstract
Helping HPC Users Specify Job Memory Requirements via Machine Learning
Eduardo R. Rodrigues, Renato L.F. Cunha, Marco A. S. Netto, Michael Spriggs
Proc. of the Int. Workshop on HPC User Support Tools in conjunction with Int. Conf. for High Performance Computing, Networking, Storage and Analysis (HUST@SC'16), 2016
Abstract
Eduardo R. Rodrigues, Renato L.F. Cunha, Marco A. S. Netto, Michael Spriggs
Proc. of the Int. Workshop on HPC User Support Tools in conjunction with Int. Conf. for High Performance Computing, Networking, Storage and Analysis (HUST@SC'16), 2016
Abstract
Applying Software Craftsmanship Practices to a Scrum Project: an Experience Report
Percival Lucena, Leonardo Tizzei
Procedings of 1st WASHES - Workshop sobre Aspectos Sociais, Humanos e Economicos de Software , 2016
Percival Lucena, Leonardo Tizzei
Procedings of 1st WASHES - Workshop sobre Aspectos Sociais, Humanos e Economicos de Software , 2016
Online Algorithms for the Linear Tape Scheduling Problem
Carlos Cardonha, Lucas Villa Real
Proceedings of the 26th International Conference on Automated Planning and Scheduling (ICAPS), pp. 70--78, 2016
Carlos Cardonha, Lucas Villa Real
Proceedings of the 26th International Conference on Automated Planning and Scheduling (ICAPS), pp. 70--78, 2016
Managing sensitive applications in the public cloud
K. A. Beaty, J. M. Chow, R. L. F. Cunha, K. K. Das, M. F. Hulber, A. Kundu, V. Michelini, E. R. Palmer
IBM Journal of Research and Development 60(2-3), 4:1-4:13, 2016
Abstract
K. A. Beaty, J. M. Chow, R. L. F. Cunha, K. K. Das, M. F. Hulber, A. Kundu, V. Michelini, E. R. Palmer
IBM Journal of Research and Development 60(2-3), 4:1-4:13, 2016
Abstract
Impact of user patience on auto-scaling resource capacity for cloud services
Marcos Dias de Assuncao, Carlos H. Cardonha, Marco A. S. Netto, Renato L. F. Cunha
Future Generation Computer Systems, 41--50, Elsevier, 2016
Marcos Dias de Assuncao, Carlos H. Cardonha, Marco A. S. Netto, Renato L. F. Cunha
Future Generation Computer Systems, 41--50, Elsevier, 2016
Optimising resource costs of cloud computing for education
Fernando Koch, Marcos D Assuncao, Carlos Cardonha, Marco AS Netto
Future Generation Computer Systems, 473--479, North-Holland, 2016
Fernando Koch, Marcos D Assuncao, Carlos Cardonha, Marco AS Netto
Future Generation Computer Systems, 473--479, North-Holland, 2016
2015
An architecture and algorithm for context-aware resource allocation for digital teaching platforms
FL Koch, Marcos Dias de Assuncao, CH Cardonha, Marco AS Netto, Tiago T Primo
IBM Journal of Research and Development 59(6), 1--1, IBM, 2015
FL Koch, Marcos Dias de Assuncao, CH Cardonha, Marco AS Netto, Tiago T Primo
IBM Journal of Research and Development 59(6), 1--1, IBM, 2015
Passado, Presente e Futuro: interseccao entre wearable computers e Internet das Coisas
Ricardo Luis Ohta, Marcia Ito, Ademir Ferreira da Silva, Alecio Pedro Delazari Binotto, Fabio Latuf Gandour
SBC Computacao Brasil pp. 29, SBC, 2015
Ricardo Luis Ohta, Marcia Ito, Ademir Ferreira da Silva, Alecio Pedro Delazari Binotto, Fabio Latuf Gandour
SBC Computacao Brasil pp. 29, SBC, 2015
Deciding When and How to Move HPC Jobs to the Cloud
Marco A. S. Netto, Renato L. F. Cunha, Nicole Sultanum
Computer 48(11), 112--115, 2015
Marco A. S. Netto, Renato L. F. Cunha, Nicole Sultanum
Computer 48(11), 112--115, 2015
Optimizing Multi-tenant Cloud Resource Pools via Allocation of Reusable Time Slots
Leonardo P. Tizzei, Marco A. S. Netto, Shu Tao
Proceedings of the 12th International Conference on Economics of Grids, Clouds, Systems, and Services (GECON), 2015
Leonardo P. Tizzei, Marco A. S. Netto, Shu Tao
Proceedings of the 12th International Conference on Economics of Grids, Clouds, Systems, and Services (GECON), 2015
Architecture Aware Resource Allocation for Structured Grid Applications: Flood Modelling Case
Vaibhav Saxena, Thomas George, Yogish Sabharwal, Lucas Villa Real
CCGrid 2015: 15th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing
Vaibhav Saxena, Thomas George, Yogish Sabharwal, Lucas Villa Real
CCGrid 2015: 15th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing
An I/O Scheduler for Dual-Partitioned Tapes
Lucas C. Vila Real, Michael Richmond, Brian Biskeborn, David Pease
NAS 2015: 10th IEEE International Conference on Networking, Architecture, and Storage
Lucas C. Vila Real, Michael Richmond, Brian Biskeborn, David Pease
NAS 2015: 10th IEEE International Conference on Networking, Architecture, and Storage
Dynamic Adjustment of Subtitles Using Audio Fingerprints
Lucas C. Villa Real, Rodrigo Laiola Guimaraes, Priscilla Avegliano
Proceedings of the 23rd ACM international conference on Multimedia (MM '15), pp. 975-978, ACM, 2015
Abstract (35% acceptance rate)
Lucas C. Villa Real, Rodrigo Laiola Guimaraes, Priscilla Avegliano
Proceedings of the 23rd ACM international conference on Multimedia (MM '15), pp. 975-978, ACM, 2015
Abstract (35% acceptance rate)
An SLA-based Advisor for Placement of HPC Jobs on Hybrid Clouds
Kiran Mantripragada, Leonardo P. Tizzei, Alecio P. D. Binotto, Marco A. S. Netto
International Conference on Service Oriented Computing (ICSOC), 2015
Kiran Mantripragada, Leonardo P. Tizzei, Alecio P. D. Binotto, Marco A. S. Netto
International Conference on Service Oriented Computing (ICSOC), 2015
A Self-adaptive Auto-scaling Method for Scientific Applications on HPC Environments and Clouds
Kiran Mantripragada, Alecio Binotto, Leonardo P. Tizzei
Proceedings of the 6th International Workshop on Adaptive Self-tuning Computing Systems, 2015
Kiran Mantripragada, Alecio Binotto, Leonardo P. Tizzei
Proceedings of the 6th International Workshop on Adaptive Self-tuning Computing Systems, 2015
A Cloud-based Architecture for the Internet of Things Targeting Industrial Engine Remote Monitoring
Ademir F. da Silva, Leonardo G. Azevedo, Ricardo L. Ohta, Alecio Pedro Delazari Binotto, Marcelo N. dos Santos, Vinicius C. V. B. Segura, Fabio L. Gandour
Sensors to Cloud Architectures Workshop (SCAW-2015)
Ademir F. da Silva, Leonardo G. Azevedo, Ricardo L. Ohta, Alecio Pedro Delazari Binotto, Marcelo N. dos Santos, Vinicius C. V. B. Segura, Fabio L. Gandour
Sensors to Cloud Architectures Workshop (SCAW-2015)
Improving Preventive Healthcare with an User-centric Mobile Tele-monitoring Model
Valter Roesler, Alecio Pedro Delazari Binotto, Cirano Iochpe, Euro Bruno Palomba, Luiz A. P. Tizatto
MedInfo 2015
Valter Roesler, Alecio Pedro Delazari Binotto, Cirano Iochpe, Euro Bruno Palomba, Luiz A. P. Tizatto
MedInfo 2015
Application Level Monitoring and SLA Violation Detection for Multi-tenant Cloud Services
Vincent C. Emeakaroha, Marco A. S. Netto, Ivona Brandic, Cesar A. F. De Rose
Book chapter from Emerging Research in Cloud Distributed Computing Systems, IGI Global, 2015
Vincent C. Emeakaroha, Marco A. S. Netto, Ivona Brandic, Cesar A. F. De Rose
Book chapter from Emerging Research in Cloud Distributed Computing Systems, IGI Global, 2015
Using Application Data for SLA-aware Auto-scaling in Cloud Environments
Andre Abrantes D. P. Souza, Marco A. S. Netto
Proceedings of the IEEE 23rd International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems (IEEE MASCOTS), 2015
Andre Abrantes D. P. Souza, Marco A. S. Netto
Proceedings of the IEEE 23rd International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems (IEEE MASCOTS), 2015
Supporting the Scheduling over local HPC and Cloud platforms: an FWI case study
Alecio Pedro Delazari Binotto, Leonardo Tizzei, Kiran Mantripragada, Marco A. S. Netto
Second EAGE Workshop on High Performance Computing for Upstream, 2015
Alecio Pedro Delazari Binotto, Leonardo Tizzei, Kiran Mantripragada, Marco A. S. Netto
Second EAGE Workshop on High Performance Computing for Upstream, 2015
A Feasibility Study of Using HPC Cloud Environment for Seismic Exploration
K. Mantripragada, A. Binotto, L.P. Tizzei, M.S. Netto
Proceedings of the Earth Science for Energy and Environment (EAGE), 2015
K. Mantripragada, A. Binotto, L.P. Tizzei, M.S. Netto
Proceedings of the Earth Science for Energy and Environment (EAGE), 2015
Big Data Computing and Clouds: Trends and Future Directions
Marcos Dias de Assuncao, Rodrigo N. Calheiros, Silvia Bianchi, Marco A. S. Netto, Rajkumar Buyya
Journal of Parallel and Distributed Computing (JPDC)79-80C, 3-15, 2015
Abstract
Marcos Dias de Assuncao, Rodrigo N. Calheiros, Silvia Bianchi, Marco A. S. Netto, Rajkumar Buyya
Journal of Parallel and Distributed Computing (JPDC)79-80C, 3-15, 2015
Abstract
2014
Análise de desempenho entre aplicações utilizando as APIs paralelas OpenMP e OpenACC
Jefferson Fialho Coelho, Eduardo Rocha Rodrigues
Escola Regional de Alto Desempenho de São Paulo - ERAD-SP, 2014
Abstract
Jefferson Fialho Coelho, Eduardo Rocha Rodrigues
Escola Regional de Alto Desempenho de São Paulo - ERAD-SP, 2014
Abstract
Estimates of forest degradation: an algorithm based on Active Learning, Maximum Likelihood and PCA for change detection
Kiran Mantripragada, Mariana Abrantes Giannotti, Jose Alberto Quintanilha
IGARSS'14 IEEE International Geoscience and Remote Sensing Symposium 2014, IEEE
Kiran Mantripragada, Mariana Abrantes Giannotti, Jose Alberto Quintanilha
IGARSS'14 IEEE International Geoscience and Remote Sensing Symposium 2014, IEEE
Active Learning classification and change detection on multispectral images
Kiran Mantripragada, Jose Alberto Quintanilha, Mariana Abrantes Giannotti
INDIN'14 IEEE International Conference on Industrial Informatics, IEEE, 2014
Kiran Mantripragada, Jose Alberto Quintanilha, Mariana Abrantes Giannotti
INDIN'14 IEEE International Conference on Industrial Informatics, IEEE, 2014
A Python-Based Automatic Data Aggregation Framework for Hydrology Models
Lucas C. Villa Real, Frank Liu, Thomas Osiecki
94th American Meteorological Society (AMS) Annual Meeting, American Meteorological Society, 2014
Lucas C. Villa Real, Frank Liu, Thomas Osiecki
94th American Meteorological Society (AMS) Annual Meeting, American Meteorological Society, 2014
Visualization of Rainfall-Runoff Forecasts Using 3D Models
Caio Hideo B. Takano, Lucas C. Villa Real
V Escola Regional de Alto Desempenho de Sao Paulo (ERAD-SP), 2014
Caio Hideo B. Takano, Lucas C. Villa Real
V Escola Regional de Alto Desempenho de Sao Paulo (ERAD-SP), 2014
IFM: A Scalable High Resolution Flood Modeling Framework
Swati Singhal, Sandhya Aneja, Frank Liu, Lucas Villa Real, Thomas George
20th International Conference on Parallel Processing (Euro-Par 2014), pp. 692--703, Springer
Swati Singhal, Sandhya Aneja, Frank Liu, Lucas Villa Real, Thomas George
20th International Conference on Parallel Processing (Euro-Par 2014), pp. 692--703, Springer
Combining aspects and object-orientation in model-driven engineering for distributed industrial mechatronics systems
Marco Aurelio Wehrmeister, Edison Pignaton de Freitas, Alecio Pedro Delazari Binotto, Carlos Eduardo Pereira
Mechatronics, 2014
Marco Aurelio Wehrmeister, Edison Pignaton de Freitas, Alecio Pedro Delazari Binotto, Carlos Eduardo Pereira
Mechatronics, 2014
Cloud-based Remote Visualization of Big Data to Subsurface Exploration
Alecio Pedro Delazari Binotto, Nicole Sultanum, Renato Fontoura de Gusmao Cerqueira
SPE Large Scale Computing and Big Data Challenges in Reservoir Simulation Conference & Exhibition, 2014
Alecio Pedro Delazari Binotto, Nicole Sultanum, Renato Fontoura de Gusmao Cerqueira
SPE Large Scale Computing and Big Data Challenges in Reservoir Simulation Conference & Exhibition, 2014
A Self-tuning Scientific Framework using Model-Driven Engineering for Heterogeneous Execution Platforms
Alecio Pedro Delazari Binotto, Leonardo Tizzei, Renato Fontoura de Gusmao Cerqueira
International Workshop on Adaptive Self-tuning Computing Systems, 2014
Alecio Pedro Delazari Binotto, Leonardo Tizzei, Renato Fontoura de Gusmao Cerqueira
International Workshop on Adaptive Self-tuning Computing Systems, 2014
Improving Virtual Machine Live Migration via Application-level Workload Analysis
Artur Baruchi, Edson Midorikawa, Marco A. S. Netto
Proceedings of the 10th International Conference on Network and Service Management (CNSM'14), 2014
Artur Baruchi, Edson Midorikawa, Marco A. S. Netto
Proceedings of the 10th International Conference on Network and Service Management (CNSM'14), 2014
FWI on an Industry Cloud: Delivering Seismic Analysis as a Service
Leonardo P. Tizzei, Alecio Binotto, Kiran Mantripragada, Alberto C. Nogueira, Nicole Sultanum, Marco A. S. Netto
Advances in Active+Passive "Full Wavefield" Seismic Imaging: From Reservoirs to Plate Tectonics, SEG-AGU, 2014
Leonardo P. Tizzei, Alecio Binotto, Kiran Mantripragada, Alberto C. Nogueira, Nicole Sultanum, Marco A. S. Netto
Advances in Active+Passive "Full Wavefield" Seismic Imaging: From Reservoirs to Plate Tectonics, SEG-AGU, 2014
Challenges and Opportunities for HPC Cloud in Natural Resources
Alberto C. Nogueira, Alecio Binotto, Kiran Mantripragada, Leonardo P. Tizzei, Nicole Sultanum, Marco A. S. Netto
SPE Large Scale Computing and Big Data Challenges in Reservoir Simulation Conference & Exhibition, Society of Petroleum Engineers, 2014
Alberto C. Nogueira, Alecio Binotto, Kiran Mantripragada, Leonardo P. Tizzei, Nicole Sultanum, Marco A. S. Netto
SPE Large Scale Computing and Big Data Challenges in Reservoir Simulation Conference & Exhibition, Society of Petroleum Engineers, 2014
Evaluating Auto-scaling Strategies for Cloud Computing Environments
Marco Aurélio Stelmar Netto, Carlos Henrique Cardonha, Renato Luiz de Freitas Cunha, Marcos Dias de Assunção
Proceedings of the 22nd IEEE International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems (IEEE MASCOTS'14), 2014
Marco Aurélio Stelmar Netto, Carlos Henrique Cardonha, Renato Luiz de Freitas Cunha, Marcos Dias de Assunção
Proceedings of the 22nd IEEE International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems (IEEE MASCOTS'14), 2014
Exploiting User Patience for Scaling Resource Capacity in Cloud Services
Renato L. F. Cunha, Marcos D. Assuncao, Carlos Cardonha, Marco A. S. Netto
Proceedings of the 7th IEEE International Conference on Cloud Computing (IEEE CLOUD’14), 2014
Renato L. F. Cunha, Marcos D. Assuncao, Carlos Cardonha, Marco A. S. Netto
Proceedings of the 7th IEEE International Conference on Cloud Computing (IEEE CLOUD’14), 2014
2013
Vehicle Tracking Using Feature Matching and Kalman Filtering
Kiran Mantripragada, Fl\'avio Celso Trigo, Flavius PR Martins, Agenor de Toledo Fleury
International Congress of Mechanical Engineering, ABCM - Associacao Brasileira de Engenharia e Ciencias Mecanicas, 2013
Kiran Mantripragada, Fl\'avio Celso Trigo, Flavius PR Martins, Agenor de Toledo Fleury
International Congress of Mechanical Engineering, ABCM - Associacao Brasileira de Engenharia e Ciencias Mecanicas, 2013
Enabling high-resolution forecasting of severe weather and flooding events in Rio de Janeiro
LA Treinish, AP Praino, JP Cipriani, UT Mello, K Mantripragada, LC Villa Real, PA Sesini, V Saxena, T George, R Mittal
IBM Journal of Research and Development 57(5), 7--1, IBM, 2013
LA Treinish, AP Praino, JP Cipriani, UT Mello, K Mantripragada, LC Villa Real, PA Sesini, V Saxena, T George, R Mittal
IBM Journal of Research and Development 57(5), 7--1, IBM, 2013
A hybrid parallelization approach for high resolution operational flood forecasting
Swati Singhal, Lucas Villa Real, Thomas George, Sandhya Aneja, Yogish Sabharwal
High Performance Computing (HiPC), 2013 20th International Conference on, pp. 405--414
Swati Singhal, Lucas Villa Real, Thomas George, Sandhya Aneja, Yogish Sabharwal
High Performance Computing (HiPC), 2013 20th International Conference on, pp. 405--414
A Novel Noise Removal Algorithm for Vertical Artifacts in Digital Elevation Models
Lucas C. Villa Real, Jose Edgardo L. Aban, Saiful A. Husain
34th Asian Conference on Remote Sensing, Asian Association on Remote Sensing (AARS), 2013
Lucas C. Villa Real, Jose Edgardo L. Aban, Saiful A. Husain
34th Asian Conference on Remote Sensing, Asian Association on Remote Sensing (AARS), 2013
A CPU, GPU, FPGA System for X-Ray Image Processing Using High-Speed Scientific Cameras
Alecio Pedro Delazari Binotto, Dionisio Doering, Thorsten Stetzelberger, Patrick McVittie, Sergio Zimmermann, Carlos Eduardo Pereira
25th International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD), 2013
Alecio Pedro Delazari Binotto, Dionisio Doering, Thorsten Stetzelberger, Patrick McVittie, Sergio Zimmermann, Carlos Eduardo Pereira
25th International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD), 2013
Sm@rtconfig: A context-aware runtime and tuning system using an aspect-oriented approach for data intensive engineering applications
Alecio Pedro Delazari Binotto, Marco Aurelio Wehrmeister, Arjan Kuijper, Carlos Eduardo Pereira
Control Engineering Practice, 2013
Alecio Pedro Delazari Binotto, Marco Aurelio Wehrmeister, Arjan Kuijper, Carlos Eduardo Pereira
Control Engineering Practice, 2013
Improving Scalability of BRAMS: a Regional Weather Forecast Model
Eduardo R. Rodrigues, Celso L. Mendes, and Jairo Panetta
Parallel Science and Engineering Applications: The Charm++ Approach, CRC Press, 2013
Eduardo R. Rodrigues, Celso L. Mendes, and Jairo Panetta
Parallel Science and Engineering Applications: The Charm++ Approach, CRC Press, 2013
Patience-aware Scheduling for Cloud Services: Freeing Users from the Chains of Boredom
Carlos Cardonha, Marcos D Assuncao, Marco AS Netto, Renato L.F. Cunha, Carlos Queiroz
Service-Oriented Computing, pp. 550--557, Springer, 2013
Carlos Cardonha, Marcos D Assuncao, Marco AS Netto, Renato L.F. Cunha, Carlos Queiroz
Service-Oriented Computing, pp. 550--557, Springer, 2013
A novel finite element method assembler for co-processors and accelerators
Nina Hanzlikova, Eduardo Rocha Rodrigues
Proceedings of the 3rd Workshop on Irregular Applications: Architectures and Algorithms, pp. 1, 2013
Nina Hanzlikova, Eduardo Rocha Rodrigues
Proceedings of the 3rd Workshop on Irregular Applications: Architectures and Algorithms, pp. 1, 2013
Scheduling Workflows in Multi-Cluster Environments
Silvio Luiz Stanzani, Liria Matsumoto Sato, Marco AS Netto
Proceedings of the IEEE 27th International Conference on Advanced Information Networking and Applications (AINA' 13) Workshops, 2013
Silvio Luiz Stanzani, Liria Matsumoto Sato, Marco AS Netto
Proceedings of the IEEE 27th International Conference on Advanced Information Networking and Applications (AINA' 13) Workshops, 2013
Leveraging attention scarcity to improve the overall user experience of cloud services
Marco AS Netto, Marcos D Assuncao, Silvia Bianchi
Proceedings of the IFIP 9th International Conference on Network and Service Management (CNSM' 13), 2013
Marco AS Netto, Marcos D Assuncao, Silvia Bianchi
Proceedings of the IFIP 9th International Conference on Network and Service Management (CNSM' 13), 2013
When Cloud Virtual Machine Images Need to Be Updated
Marco A. S. Netto, Marcos Dias de Assuncao, Lakshminarayanan Renganarayana, Chris Young
IFIP/IEEE International Symposium on Integrated Network Management (IM13), 2013
Marco A. S. Netto, Marcos Dias de Assuncao, Lakshminarayanan Renganarayana, Chris Young
IFIP/IEEE International Symposium on Integrated Network Management (IM13), 2013
Software Bundling Selection for Cloud Virtual Machine Images
Marco AS Netto, Marcos D Assuncao, Lakshminarayanan Renganarayana, Chris Young
Proceedings of the IFIP/IEEE International Symposium on Integrated Network Management (IM' 13), 2013
Marco AS Netto, Marcos D Assuncao, Lakshminarayanan Renganarayana, Chris Young
Proceedings of the IFIP/IEEE International Symposium on Integrated Network Management (IM' 13), 2013
2012
Enabling High-Resolution Hydro-Meteorological Modelling for Operational Short-Term Forecasting in Rio De Janeiro
Lloyd Treinish, Anthony Praino, James Cipriani, Ulisses Mello, Kiran Mantripragada, Lucas Villa Real, Paula Sesini, Vaibhav Saxena, Thomas George, Rashmi Mittal
2012 - labhidro.iag.usp.br
Lloyd Treinish, Anthony Praino, James Cipriani, Ulisses Mello, Kiran Mantripragada, Lucas Villa Real, Paula Sesini, Vaibhav Saxena, Thomas George, Rashmi Mittal
2012 - labhidro.iag.usp.br
Preserving the original MPI semantics in a virtualized processor environment
Eduardo R Rodrigues, Philippe OA Navaux, Jairo Panetta, Celso L Mendes
Science of Computer Programming, Elsevier, 2012
Eduardo R Rodrigues, Philippe OA Navaux, Jairo Panetta, Celso L Mendes
Science of Computer Programming, Elsevier, 2012
Context-Aware Job Scheduling for Cloud Computing Environments
Marcos D Assuncao, Marco AS Netto, Fernando Koch, Silvia Bianchi
Utility and Cloud Computing (UCC), 2012 IEEE Fifth International Conference on, pp. 255--262
Marcos D Assuncao, Marco AS Netto, Fernando Koch, Silvia Bianchi
Utility and Cloud Computing (UCC), 2012 IEEE Fifth International Conference on, pp. 255--262
A Cost Analysis of Cloud Computing for Education
Koch, F.L.; Assuncao, M.D. & Netto, M.A.S.
Lecture Notes in Computer Science 7714, pp. 182-196, Springer, 2012
Abstract
Koch, F.L.; Assuncao, M.D. & Netto, M.A.S.
Lecture Notes in Computer Science 7714, pp. 182-196, Springer, 2012
Abstract
CloudAffinity: A Framework For Matching Servers to Cloudmates
M D Assuncao, M A S Netto, B Peterson, L Renganarayana, J Rofrano, C Ward, C Young
13th IEEE/IFIP Network Operations and Management Symposium (NOMS'12), pp. 213--220, 2012
M D Assuncao, M A S Netto, B Peterson, L Renganarayana, J Rofrano, C Ward, C Young
13th IEEE/IFIP Network Operations and Management Symposium (NOMS'12), pp. 213--220, 2012
2011
CANPRO: a conflict-aware protocol for negotiation of cloud resources and services
Marco AS Netto
Service-Oriented Computing, pp. 541--548, Springer, 2011
Marco AS Netto
Service-Oriented Computing, pp. 541--548, Springer, 2011
O desafio de adaptabilidade em software para gestao de cidades mais inteligentes
Kiran Mantripragada, Teresa Nascimento
CBSoft 2011 - TrilhaDaIndustria
Kiran Mantripragada, Teresa Nascimento
CBSoft 2011 - TrilhaDaIndustria
2010
The linear tape file system
David Pease, Arnon Amir, L Villa Real, Brian Biskeborn, Michael Richmond, Atsushi Abe
Mass Storage Systems and Technologies (MSST), 2010 IEEE 26th Symposium on, pp. 1--8
David Pease, Arnon Amir, L Villa Real, Brian Biskeborn, Michael Richmond, Atsushi Abe
Mass Storage Systems and Technologies (MSST), 2010 IEEE 26th Symposium on, pp. 1--8
File-based media workflows using ltfs tapes
Arnon Amir, David Pease, Rainer Richter, Brian Biskeborn, Michael Richmond, Lucas Villa Real
Proceedings of the international conference on Multimedia, pp. 1519--1520, 2010
Arnon Amir, David Pease, Rainer Richter, Brian Biskeborn, Michael Richmond, Lucas Villa Real
Proceedings of the international conference on Multimedia, pp. 1519--1520, 2010
2008
IZO: Applications of Large-Window Compression to Virtual Machine Management.
Mark A Smith, Jan Pieper, Daniel Gruhl, Lucas Villa Real
LISA, pp. 121--132, 2008
Mark A Smith, Jan Pieper, Daniel Gruhl, Lucas Villa Real
LISA, pp. 121--132, 2008