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Computer Science

D-Index
35
Citations
5590
World Ranking
11653
National Ranking
46

Overview

Marta Mattoso is affiliated with the Federal University of Rio de Janeiro in Brazil. Their research primarily spans the fields of computer science and decision sciences, with particular focus on subfields such as computer networks and communications, information systems and management, and molecular biology.

Their contributions cover a diverse range of topics in scientific computing and data management, distributed and parallel computing systems, research data management practices, advanced data storage technologies, machine learning in materials science, microbial community ecology and physiology, and genomics and phylogenetic studies.

Marta Mattoso has authored multiple papers published in several scientific venues. Some notable recent publications include:

  • A new genomic taxonomy system for the Synechococcus collective (2020) in Environmental Microbiology
  • Workflow provenance in the lifecycle of scientific machine learning (2021) in Concurrency and Computation Practice and Experience
  • Workflows Community Summit: Bringing the Scientific Workflows Community Together (2021) in arXiv (Cornell University)
  • Capturing and Analyzing Provenance from Spark-based Scientific Workflows with SAMbA-RaP (2020) in Future Generation Computer Systems
  • DfAnalyzer: Runtime dataflow analysis tool for Computational Science and Engineering applications (2020) in SoftwareX

Frequent venues of publication include:

  • arXiv (Cornell University)
  • SoftwareX
  • Journal of Information and Data Management
  • PeerJ Computer Science
  • Environmental Microbiology

Frequent collaborators include Daniel de Oliveira, Patrick Valduriez, Liliane Kunstmann, Débora Pina, and Vinícius Salazar. These collaborations have contributed to the multidisciplinary nature of their research outputs.

Best Publications

  • A Survey of Data-Intensive Scientific Workflow Management

    Ji Liu;Esther Pacitti;Patrick Valduriez;Marta Mattoso

  • Building reliable Web services compositions

    Paulo F. Pires;Mario R. F. Benevides;Marta Mattoso

  • SciCumulus: A Lightweight Cloud Middleware to Explore Many Task Computing Paradigm in Scientific Workflows

    Daniel de Oliveira;Eduardo Ogasawara;Fernanda Baião;Marta Mattoso

  • Adaptive Normalization: A novel data normalization approach for non-stationary time series

    Eduardo Ogasawara;Leonardo C. Martinez;Daniel de Oliveira;Geraldo Zimbrao

  • An algebraic approach for data-centric scientific workflows

    Eduardo Ogasawara;Jonas Dias;Daniel de Oliveira;Fábio Porto

  • Towards supporting the life cycle of large scale scientific experiments

    Marta Mattoso;Cláudia Werner;Guilherme Horta Travassos;Vanessa Braganholo

  • Towards a Taxonomy of Provenance in Scientific Workflow Management Systems

    Sérgio Manuel Serra da Cruz;Maria Luiza M. Campos;Marta Mattoso

  • A Provenance-based Adaptive Scheduling Heuristic for Parallel Scientific Workflows in Clouds

    Daniel Oliveira;Kary A. Ocaña;Fernanda Baião;Marta Mattoso

  • SciPhy: a cloud-based workflow for phylogenetic analysis of drug targets in protozoan genomes

    Kary A. C. S. Ocaña;Daniel de Oliveira;Eduardo Ogasawara;Alberto M. R. Dávila

  • Towards a Taxonomy for Cloud Computing from an e-Science Perspective

    Daniel de Oliveira;Fernanda Araujo Baião;Marta Mattoso

  • Chiron: a parallel engine for algebraic scientific workflows

    Eduardo S. Ogasawara;Eduardo S. Ogasawara;Jonas Dias;Vítor Silva;Fernando Seabra Chirigati

  • Capturing and querying workflow runtime provenance with PROV: a practical approach

    Flavio Costa;Vítor Silva;Daniel de Oliveira;Kary Ocaña

  • Odyssey: a reuse environment based on domain models

    R.M.M. Braga;C.M.L. Werner;M. Mattoso

  • Dynamic steering of HPC scientific workflows

    Marta Mattoso;Jonas Dias;Kary A.C.S. Ocaña;Eduardo Ogasawara

  • Managing structural genomic workflows using web services

    Maria Cláudia Cavalcanti;Rafael Targino;Fernanda Baião;Shaila C. Rössle

  • The use of mediation and ontology technologies for software component information retrieval

    Regina M. M. Braga;Marta Mattoso;Cláudia M. L. Werner

  • Grid Data Management: Open Problems and New Issues

    Esther Pacitti;Patrick Valduriez;Marta Mattoso

  • A Distribution Design Methodology for Object DBMS

    Fernanda Baião;Marta Mattoso;Gerson Zaverucha

  • An adaptive parallel execution strategy for cloud-based scientific workflows

    Daniel de Oliveira;Eduardo Ogasawara;Kary Ocaña;Fernanda Baião

  • Parallel OLAP query processing in database clusters with data replication

    Alexandre A. Lima;Camille Furtado;Patrick Valduriez;Marta Mattoso

Frequent Co-Authors

Patrick Valduriez
Patrick Valduriez French Institute for Research in Computer Science and Automation - INRIA
Michael Wilde
Michael Wilde Argonne National Laboratory
Ian Foster
Ian Foster University of Chicago
Fabiano L. Thompson
Fabiano L. Thompson Federal University of Rio de Janeiro
Ana Tereza Ribeiro de Vasconcelos
Ana Tereza Ribeiro de Vasconcelos National Laboratory of Scientific Computing
Eric J. Simon
Eric J. Simon New York University
Daniel S. Katz
Daniel S. Katz University of Illinois at Urbana-Champaign
Ewa Deelman
Ewa Deelman University of Southern California
Jean Swings
Jean Swings Ghent University
Karan Vahi
Karan Vahi University of Southern California

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