Marta Mattoso
Orcid: 0000-0002-0870-3371Affiliations:
- Federal University of Rio de Janeiro, Brazil
According to our database1,
Marta Mattoso
authored at least 227 papers
between 1989 and 2024.
Collaborative distances:
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on orcid.org
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on cos.ufrj.br
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on dl.acm.org
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Bibliography
2024
ProvDeploy: Provenance-oriented Containerization of High Performance Computing Scientific Workflows.
CoRR, 2024
2023
Trans. Large Scale Data Knowl. Centered Syst., 2023
Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023
Integrador de metadados modular para aprendizado de máquina com visualização em tempo de execução.
Proceedings of the 38th Brazilian Symposium on Databases, 2023
Proceedings of the International Symposium on Computer Architecture and High Performance Computing Workshops , 2023
Proceedings of the IEEE International Conference on Cluster Computing, 2023
2022
Capturing Provenance from Deep Learning Applications Using Keras-Prov and Colab: a Practical Approach.
J. Inf. Data Manag., December, 2022
J. Grid Comput., 2022
A horizontal partitioning-based method for frequent pattern mining in transport timetable.
Expert Syst. J. Knowl. Eng., 2022
Concurr. Comput. Pract. Exp., 2022
Dados de proveniência para redes neurais guiadas pela Física: o caso da equação eikonal.
Proceedings of the 37th Brazilian Symposium on Databases, 2022
2021
PeerJ Comput. Sci., 2021
J. Open Source Softw., 2021
J. Inf. Data Manag., 2021
CoRR, 2021
Proceedings of the Provenance and Annotation of Data and Processes, 2021
A Real-time and Energy-aware Framework for Data Stream Processing in the Internet of Things.
Proceedings of the 6th International Conference on Internet of Things, 2021
2020
DfAnalyzer: Runtime dataflow analysis tool for Computational Science and Engineering applications.
SoftwareX, 2020
Data reduction in scientific workflows using provenance monitoring and user steering.
Future Gener. Comput. Syst., 2020
Future Gener. Comput. Syst., 2020
Capturing and Analyzing Provenance from Spark-based Scientific Workflows with SAMbA-RaP.
Future Gener. Comput. Syst., 2020
Proceedings of the Advances in Bioinformatics and Computational Biology, 2020
Uma abordagem para coleta e análise de dados de configurações em redes neurais profundas.
Proceedings of the 35th Brazilian Symposium on Databases, 2020
2019
Efficient Scheduling of Scientific Workflows Using Hot Metadata in a Multisite Cloud.
IEEE Trans. Knowl. Data Eng., 2019
Future Gener. Comput. Syst., 2019
Provenance Data in the Machine Learning Lifecycle in Computational Science and Engineering.
Proceedings of the 2019 IEEE/ACM Workflows in Support of Large-Scale Science, 2019
Análise de Hiperparâmetros em Aplicações de Aprendizado Profundo por meio de Dados de Proveniência.
Proceedings of the 34th Brazilian Symposium on Databases, 2019
Proceedings of the 15th International Conference on eScience, 2019
2018
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018
Proc. VLDB Endow., 2018
J. Inf. Data Manag., 2018
Comput. Geosci., 2018
BioWorkbench: A High-Performance Framework for Managing and Analyzing Bioinformatics Experiments.
CoRR, 2018
Scientific Data Analysis Using Data-Intensive Scalable Computing: The SciDISC Project.
Proceedings of the Latin America Data Science Workshop co-located with 44th International Conference on Very Large Data Bases (VLDB 2018), 2018
Towards a Human-in-the-Loop Library for Tracking Hyperparameter Tuning in Deep Learning Development.
Proceedings of the Latin America Data Science Workshop co-located with 44th International Conference on Very Large Data Bases (VLDB 2018), 2018
Proceedings of the XXXIII Simpósio Brasileiro de Banco de Dados: Demos e WTDBD, 2018
Proceedings of the Provenance and Annotation of Data and Processes, 2018
Capturing Provenance for Runtime Data Analysis in Computational Science and Engineering Applications.
Proceedings of the Provenance and Annotation of Data and Processes, 2018
2017
Proceedings of the Cloud Computing - Principles, Systems and Applications, Second Edition, 2017
Trans. Large Scale Data Knowl. Centered Syst., 2017
Future Gener. Comput. Syst., 2017
Future Gener. Comput. Syst., 2017
Proceedings of the XXXII Simpósio Brasileiro de Banco de Dados, 2017
Análise de Dados Científicos: uma Análise Comparativa de Dados de Simulações Computacionais.
Proceedings of the XXXII Simpósio Brasileiro de Banco de Dados, 2017
2016
Future Gener. Comput. Syst., 2016
Concurr. Comput. Pract. Exp., 2016
Proceedings of the High Performance Computing for Computational Science - VECPAR 2016, 2016
Proceedings of the 11th Workshop on Workflows in Support of Large-Scale Science co-located with The International Conference for High Performance Computing, 2016
Integrating Domain-Data Steering with Code-Profiling Tools to Debug Data-Intensive Workflows.
Proceedings of the 11th Workshop on Workflows in Support of Large-Scale Science co-located with The International Conference for High Performance Computing, 2016
Proceedings of the High Performance Computing - Third Latin American Conference, 2016
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016
2015
Future Gener. Comput. Syst., 2015
Database J. Biol. Databases Curation, 2015
Proceedings of the 7th USENIX Workshop on the Theory and Practice of Provenance, 2015
Uma Abordagem para Publicação de Dados de Proveniência de Workflows Científicos na Web Semântica.
Proceedings of the XXX Simpósio Brasileiro de Banco de Dados, 2015
Data Analytics in Bioinformatics: Data Science in Practice for Genomics Analysis Workflows.
Proceedings of the 11th IEEE International Conference on e-Science, 2015
2014
J. Inf. Data Manag., 2014
Proceedings of the XXIX Simpósio Brasileiro de Banco de Dados, 2014
Proceedings of the 26th IEEE International Symposium on Computer Architecture and High Performance Computing Workshop, 2014
Exploring Large Scale Receptor-Ligand Pairs in Molecular Docking Workflows in HPC Clouds.
Proceedings of the 2014 IEEE International Parallel & Distributed Processing Symposium Workshops, 2014
Applying Provenance to Protect Attribution in Distributed Computational Scientific Experiments.
Proceedings of the Provenance and Annotation of Data and Processes, 2014
Towards Supporting Provenance Gathering and Querying in Different Database Approaches.
Proceedings of the Provenance and Annotation of Data and Processes, 2014
Exploiting the Parallel Execution of Homology Workflow Alternatives in HPC Compute Clouds.
Proceedings of the Service-Oriented Computing - ICSOC 2014 Workshops, 2014
Proceedings of the Euro-Par 2014: Parallel Processing Workshops, 2014
Towards an Adaptive and Distributed Architecture for Managing Workflow Provenance Data.
Proceedings of the 10th IEEE International Conference on e-Science, 2014
2013
J. Inf. Data Manag., 2013
Performance evaluation of parallel strategies in public clouds: A study with phylogenomic workflows.
Future Gener. Comput. Syst., 2013
Designing a parallel cloud based comparative genomics workflow to improve phylogenetic analyses.
Future Gener. Comput. Syst., 2013
Concurr. Comput. Pract. Exp., 2013
Proceedings of the IEEE/ACM 6th International Conference on Utility and Cloud Computing, 2013
Proceedings of the 2nd ACM SIGMOD Workshop on Scalable Workflow Execution Engines and Technologies, 2013
Proceedings of the XXVIII Simpósio Brasileiro de Banco de Dados - Short Papers, Recife, Pernambuco, Brasil, September 30, 2013
Proceedings of the XXVIII Simpósio Brasileiro de Banco de Dados - Short Papers, Recife, Pernambuco, Brasil, September 30, 2013
Proceedings of the Service-Oriented Computing - ICSOC 2013 Workshops, 2013
Proceedings of the ScienceCloud'13, 2013
Proceedings of the Joint 2013 EDBT/ICDT Conferences, 2013
Proceedings of the Joint 2013 EDBT/ICDT Conferences, 2013
Proceedings of the Joint 2013 EDBT/ICDT Conferences, 2013
Proceedings of the ACM Symposium on Document Engineering 2013, 2013
Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013
2012
A Provenance-based Adaptive Scheduling Heuristic for Parallel Scientific Workflows in Clouds.
J. Grid Comput., 2012
Distributed Parallel Databases, 2012
Concurr. Comput. Pract. Exp., 2012
Concurr. Comput. Pract. Exp., 2012
Exploring Molecular Evolution Reconstruction Using a Parallel Cloud Based Scientific Workflow.
Proceedings of the Advances in Bioinformatics and Computational Biology, 2012
Proceedings of the 1st ACM SIGMOD Workshop on Scalable Workflow Execution Engines and Technologies, 2012
Proceedings of the 2012 SC Companion: High Performance Computing, 2012
Proceedings of the 2012 SC Companion: High Performance Computing, 2012
Proceedings of the XXVII Simpósio Brasileiro de Banco de Dados, 2012
Proceedings of the XXVII Simpósio Brasileiro de Banco de Dados, 2012
Using Provenance Analyzers to Improve the Performance of Scientific Workflows in Cloud Environments.
Proceedings of the XXVII Simpósio Brasileiro de Banco de Dados, 2012
Proceedings of Joint V Seminar on Ontology Research in Brazil and VII International Workshop on Metamodels, 2012
Proceedings of the Provenance and Annotation of Data and Processes, 2012
Enabling Re-executions of Parallel Scientific Workflows Using Runtime Provenance Data.
Proceedings of the Provenance and Annotation of Data and Processes, 2012
Discovering drug targets for neglected diseases using a pharmacophylogenomic cloud workflow.
Proceedings of the 8th IEEE International Conference on E-Science, 2012
2011
J. Inf. Data Manag., 2011
J. Inf. Data Manag., 2011
Many task computing for orthologous genes identification in protozoan genomes using Hydra.
Concurr. Comput. Pract. Exp., 2011
SciPhy: A Cloud-Based Workflow for Phylogenetic Analysis of Drug Targets in Protozoan Genomes.
Proceedings of the Advances in Bioinformatics and Computational Biology, 2011
Challenges in Managing Implicit and Abstract Provenance Data: Experiences with ProvManager.
Proceedings of the 3rd Workshop on the Theory and Practice of Provenance, 2011
Proceedings of the 3rd Workshop on the Theory and Practice of Provenance, 2011
Towards a Cost Model for Scheduling Scientific Workflows Activities in Cloud Environments.
Proceedings of the World Congress on Services, 2011
Proceedings of the WORKS'11, 2011
Proceedings of the Conference on High Performance Computing Networking, Storage and Analysis, 2011
SciCumulus-ECM: Um Serviço de Custos para a Execução de Workflows Científicos em Nuvens Computacionais.
Proceedings of the XXVI Simpósio Brasileiro de Banco de Dados, 2011
Proceedings of the XXVI Simpósio Brasileiro de Banco de Dados, 2011
Proceedings of the IEEE 7th International Conference on E-Science, 2011
A Performance Evaluation of X-Ray Crystallography Scientific Workflow Using SciCumulus.
Proceedings of the IEEE International Conference on Cloud Computing, 2011
2010
Proceedings of the Cloud Computing, Principles, Systems and Applications, 2010
J. Inf. Data Manag., 2010
Detecting distant homologies on protozoans metabolic pathways using scientific workflows.
Int. J. Data Min. Bioinform., 2010
Int. J. Bus. Process. Integr. Manag., 2010
Proceedings of the High Performance Computing for Computational Science - VECPAR 2010, 2010
Proceedings of the 3rd Workshop on Many-Task Computing on Grids and Supercomputers, 2010
Captura de Metadados de Proveniência para Workflows Científicos em Nuvens Computacionais.
Proceedings of the XXV Simpósio Brasileiro de Banco de Dados, 2010
Athena: Text Mining Based Discovery of Scientific Workflows in Disperse Repositories.
Proceedings of the Resource Discovery - Third International Workshop, 2010
Proceedings of the Provenance and Annotation of Data and Processes, 2010
Proceedings of the Provenance and Annotation of Data and Processes, 2010
Proceedings of the Provenance and Annotation of Data and Processes, 2010
Adaptive Normalization: A novel data normalization approach for non-stationary time series.
Proceedings of the International Joint Conference on Neural Networks, 2010
Proceedings of the 19th ACM International Symposium on High Performance Distributed Computing, 2010
SciCumulus: A Lightweight Cloud Middleware to Explore Many Task Computing Paradigm in Scientific Workflows.
Proceedings of the IEEE International Conference on Cloud Computing, 2010
2009
Applying reinforcement learning to scheduling strategies in an actual grid environment.
Int. J. High Perform. Syst. Archit., 2009
Distributed Parallel Databases, 2009
Proceedings of the Scientific and Statistical Database Management, 2009
Proceedings of the 2009 IEEE Congress on Services, Part I, 2009
Proceedings of the 2009 IEEE Congress on Services, Part I, 2009
Proceedings of the 2009 IEEE Congress on Services, Part I, 2009
Proceedings of the 2nd Workshop on Many-Task Computing on Grids and Supercomputers, 2009
Processamento de Alto Desempenho em Consultas sobre Bases de Dados Geoestatísticas Usando Replicação Parcial.
Proceedings of the XXIV Simpósio Brasileiro de Banco de Dados, 2009
A Provenance-Based Approach to Resource Discovery in Distributed Molecular Dynamics Workflows.
Proceedings of the Resource Discovery, Second International Workshop, 2009
Proceedings of the International Joint Conference on Neural Networks, 2009
Proceedings of the 2009 ICSE Workshop on Comparison and Versioning of Software Models, 2009
2008
Nucleic Acids Res., 2008
Braz. J. Inf. Syst., 2008
Int. J. High Perform. Comput. Netw., 2008
Proceedings of the High Performance Computing for Computational Science, 2008
Gerência de Workflows Científicos: Oportunidades de pesquisa em bancos de dados.
Proceedings of the XXIII Simpósio Brasileiro de Banco de Dados, 2008
OrthoSearch: a scientific workflow approach to detect distant homologies on protozoans.
Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008
Proceedings of the IEEE International Symposium on Parallel and Distributed Processing with Applications, 2008
Proceedings of the Provenance and Annotation of Data and Processes, 2008
Proceedings of the Provenance and Annotation of Data and Processes, 2008
Proceedings of the EDBT 2008, 2008
Kairos: An Architecture for Securing Authorship and Temporal Information of Provenance Data in Grid-Enabled Workflow Management Systems.
Proceedings of the Fourth International Conference on e-Science, 2008
Proceedings of the 8th IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2008), 2008
Proceedings of the 8th IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2008), 2008
2007
Proceedings of the XXII Simpósio Brasileiro de Banco de Dados, 2007
2006
J. Syst. Softw., 2006
Proceedings of the High Performance Computing for Computational Science, 2006
Proceedings of the High Performance Computing for Computational Science, 2006
Proceedings of the XXI Simpósio Brasileiro de Banco de Dados, 2006
Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), 2006
Semi-Supervised Clustering of XML Documents: Getting the Most from Structural Information.
Proceedings of the 22nd International Conference on Data Engineering Workshops, 2006
Proceedings of the Current Trends in Database Technology - EDBT 2006, 2006
Proceedings of the Current Trends in Database Technology - EDBT 2006, 2006
2005
Desafios na Gerência de Dados Distribuídos: Web, Clusters e Grid.
Proceedings of the 20° Simpósio Brasileiro de Bancos de Dados, 2005
Proceedings of the 17th Symposium on Computer Architecture and High Performance Computing (SBAC-PAD 2005), 2005
Proceedings of the Data Integration in the Life Sciences, Second InternationalWorkshop, 2005
2004
Distributed Parallel Databases, 2004
Proceedings of the High Performance Computing for Computational Science, 2004
Proceedings of the Joint Conference 10th Brazilian Symposium on Multimedia and the Web & 2nd Latin American Web Congress, 2004
Proceedings of the IEEE International Conference on Web Services (ICWS'04), 2004
Proceedings of the Euro-Par 2004 Parallel Processing, 2004
Proceedings of the Groupware: Design, Implementation and Use: 10th International Workshop, 2004
2003
Data Management via Web Services in Bioinformatics Workflows.
Proceedings of the II Brazilian Workshop on Bioinformatics, 2003
Publishing and Querying Blast Results Using Grid Services.
Proceedings of the II Brazilian Workshop on Bioinformatics, 2003
Genetic Schema Mapping Support.
Proceedings of the II Brazilian Workshop on Bioinformatics, 2003
Proceedings of the Fifth ACM CIKM International Workshop on Web Information and Data Management (WIDM 2003), 2003
Alocação de Dados em Bancos de Dados Distribuídos.
Proceedings of the XVIII Simpósio Brasileiro de Bancos de Dados, 2003
Proceedings of the 2003 Symposium on Applications and the Internet (SAINT 2003), 27-31 January 2003, 2003
Proceedings of the 2003 IEEE International Conference on Information Reuse and Integration, 2003
Proceedings of the Inductive Logic Programming: 13th International Conference, 2003
Proceedings of the 14th International Workshop on Database and Expert Systems Applications (DEXA'03), 2003
Proceedings of the On The Move to Meaningful Internet Systems 2003: CoopIS, DOA, and ODBASE, 2003
2002
Software Components Retrieval Through Mediators and Web Search.
J. Braz. Comput. Soc., 2002
A Framework for the Design of Distributed Databases.
Proceedings of the Distributed Data & Structures 4, 2002
Proceedings of the 14th International Conference on Scientific and Statistical Database Management, 2002
Towards a Theory Revision Approach for the Vertical Fragmentation of Object Oriented Databases.
Proceedings of the Advances in Artificial Intelligence, 2002
Proceedings of the 16th Brazilian Symposium on Software Engineering, 2002
Proceedings of the 16th Brazilian Symposium on Software Engineering, 2002
XVerter: Armazenamento e Consulta de Dados XML em SGBDs.
Proceedings of the XVII Simpósio Brasileiro de Banco de Dados, 2002
Avaliação de Estratégias para o Processamento de Expressões de Caminho.
Proceedings of the XVII Simpósio Brasileiro de Banco de Dados, 2002
DIG: Mm Serviço de Custos e Estatísticas para o Processamento Distribuído de Consultas.
Proceedings of the XVII Simpósio Brasileiro de Banco de Dados, 2002
Avaliação de Sistemas de Coerência de Cache em Arquiteturas ODBMs Cliente-Servidor.
Proceedings of the XVII Simpósio Brasileiro de Banco de Dados, 2002
Proceedings of the 2002 ACM Symposium on Applied Computing (SAC), 2002
Proceedings of the Object-Oriented. Information Systems, 8th International Conference, 2002
Proceedings of the Database and Expert Systems Applications, 13th International Conference, 2002
2001
Software Components Reuse Through Web Search and Retrieval.
Proceedings of the International Workshop on Information Integration on the Web, 2001
The use of mediation and ontology technologies for software component information retrieval.
Proceedings of the ACM SIGSOFT Symposium on Software Reusability: Putting Software Reuse in Context, 2001
2000
Serviços para Publicação e Recuperação de Componentes de Software através da Internet em Ambientes de Reuso.
Proceedings of the Companion Proceedings of the 14th Brazilian Symposium on Software Engineering, 2000
Um sistema Multi-agente para Busca e Filtragem de Informações de Domínio na Internet.
Proceedings of the Companion Proceedings of the 14th Brazilian Symposium on Software Engineering, 2000
Proceedings of the 14th Brazilian Symposium on Software Engineering, 2000
Parallel Processing Evaluation of Path Expressions.
Proceedings of the XV Simpósio Brasileiro de Banco de Dados, 2000
Avaliação do Algoritmo de Coerência de Cache de Disco DSMIO.
Proceedings of the XV Simpósio Brasileiro de Banco de Dados, 2000
Proceedings of the Applied Computing 2000, 2000
Proceedings of the 11th International Workshop on Database and Expert Systems Applications (DEXA'00), 2000
Proceedings of the 11th International Workshop on Database and Expert Systems Applications (DEXA'00), 2000
1999
Uma Avaliação Experimental sobre Técnicas de Indexação em Bancos de Dados Orientados a Objetos.
Proceedings of the XIV Simpósio Brasileiro de Banco de Dados, 1999
Uma Ferramenta para Gerência de Metadados em Arquiteturas Baseadas em Mediadores.
Proceedings of the XIV Simpósio Brasileiro de Banco de Dados, 1999
1998
Proceedings of the Ninth International Workshop on Database and Expert Systems Applications, 1998
Proceedings of the 3rd IFCIS International Conference on Cooperative Information Systems, 1998
1997
Proceedings of the TOOLS 1997: 25th International Conference on Technology of Object-Oriented Languages and Systems, 1997
1989
Banco de dados e Paralelismo: uma experiência prática.
RITA, 1989