Simulation-Driven Portfolio Scheduling for Scientific Workflows

This paper proposes portfolio scheduling approach for scientific workflow management systems (WMS). The goal is to improve scheduling decisions by dynamically selecting suitable scheduling policies during workflow execution. The portfolio integrates multiple task scheduling and resource allocation strategies, considering both computational and network characteristics.

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Published
2025-04-23
DOI
https://doi.org/10.5753/eradrs.2025.6801
Primary Topic
Distributed and Parallel Computing Systems
Type
article
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article

Simulation-Driven Portfolio Scheduling for Scientific Workflows

Gerson Geraldo H. Cavalheiro, João Soares
Distributed and Parallel Computing Systems
article

Simulation-Driven Portfolio Scheduling for Scientific Workflows

Gerson Geraldo H. Cavalheiro, João Soares
article en

Abstract

This paper proposes portfolio scheduling approach for scientific workflow management systems (WMS). The goal is to improve scheduling decisions by dynamically selecting suitable scheduling policies during workflow execution. The portfolio integrates multiple task scheduling and resource allocation strategies, considering both computational and network characteristics.

Universidade Federal de Pelotas (BR)
Openalex Percentile: Top 86%
Distributed and Parallel Computing Systems
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Simulation-Driven Portfolio Scheduling for Scientific Workflows — Gerson Geraldo H. Cavalheiro, João Soares · (2025) | TGRS Research Map | TGRS