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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Molecular Diversity Preservation International (MDPI)
2013
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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. |
format | Online Article Text |
id | pubmed-3812637 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Molecular Diversity Preservation International (MDPI) |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT moralesaugusto onthesupportofscientificworkflowsoverpubsubbrokers AT roblestomas onthesupportofscientificworkflowsoverpubsubbrokers AT alcarriaramon onthesupportofscientificworkflowsoverpubsubbrokers AT cedenoedwin onthesupportofscientificworkflowsoverpubsubbrokers |