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On the Support of Scientific Workflows over Pub/Sub Brokers

The execution of scientific workflows is gaining importance as more computing resources are available in the form of grid environments. The Publish/Subscribe paradigm offers well-proven solutions for sustaining distributed scenarios while maintaining the high level of task decoupling required by sci...

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Detalles Bibliográficos
Autores principales: Morales, Augusto, Robles, Tomas, Alcarria, Ramon, Cedeño, Edwin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Molecular Diversity Preservation International (MDPI) 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3812637/
https://www.ncbi.nlm.nih.gov/pubmed/23966191
http://dx.doi.org/10.3390/s130810954
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author Morales, Augusto
Robles, Tomas
Alcarria, Ramon
Cedeño, Edwin
author_facet Morales, Augusto
Robles, Tomas
Alcarria, Ramon
Cedeño, Edwin
author_sort Morales, Augusto
collection PubMed
description The execution of scientific workflows is gaining importance as more computing resources are available in the form of grid environments. The Publish/Subscribe paradigm offers well-proven solutions for sustaining distributed scenarios while maintaining the high level of task decoupling required by scientific workflows. In this paper, we propose a new model for supporting scientific workflows that improves the dissemination of control events. The proposed solution is based on the mapping of workflow tasks to the underlying Pub/Sub event layer, and the definition of interfaces and procedures for execution on brokers. In this paper we also analyze the strengths and weaknesses of current solutions that are based on existing message exchange models for scientific workflows. Finally, we explain how our model improves the information dissemination, event filtering, task decoupling and the monitoring of scientific workflows.
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spelling pubmed-38126372013-10-30 On the Support of Scientific Workflows over Pub/Sub Brokers Morales, Augusto Robles, Tomas Alcarria, Ramon Cedeño, Edwin Sensors (Basel) Article The execution of scientific workflows is gaining importance as more computing resources are available in the form of grid environments. The Publish/Subscribe paradigm offers well-proven solutions for sustaining distributed scenarios while maintaining the high level of task decoupling required by scientific workflows. In this paper, we propose a new model for supporting scientific workflows that improves the dissemination of control events. The proposed solution is based on the mapping of workflow tasks to the underlying Pub/Sub event layer, and the definition of interfaces and procedures for execution on brokers. In this paper we also analyze the strengths and weaknesses of current solutions that are based on existing message exchange models for scientific workflows. Finally, we explain how our model improves the information dissemination, event filtering, task decoupling and the monitoring of scientific workflows. Molecular Diversity Preservation International (MDPI) 2013-08-20 /pmc/articles/PMC3812637/ /pubmed/23966191 http://dx.doi.org/10.3390/s130810954 Text en © 2013 by the authors; licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution license (http://creativecommons.org/licenses/by/3.0/).
spellingShingle Article
Morales, Augusto
Robles, Tomas
Alcarria, Ramon
Cedeño, Edwin
On the Support of Scientific Workflows over Pub/Sub Brokers
title On the Support of Scientific Workflows over Pub/Sub Brokers
title_full On the Support of Scientific Workflows over Pub/Sub Brokers
title_fullStr On the Support of Scientific Workflows over Pub/Sub Brokers
title_full_unstemmed On the Support of Scientific Workflows over Pub/Sub Brokers
title_short On the Support of Scientific Workflows over Pub/Sub Brokers
title_sort on the support of scientific workflows over pub/sub brokers
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3812637/
https://www.ncbi.nlm.nih.gov/pubmed/23966191
http://dx.doi.org/10.3390/s130810954
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