Scientific workflows: Past, present and future

M Atkinson, S Gesing, J Montagnat, I Taylor - Future Generation Computer …, 2017 - Elsevier
… Assessing the evolution of parallel computing architectures and the generalisation of multi-…
the scientific workflow and parallel computing domains, recognizing the workflow abstraction …

A hybrid evolutionary algorithm for task scheduling and data assignment of data-intensive scientific workflows on clouds

L Teylo, U de Paula, Y Frota, D de Oliveira… - Future Generation …, 2017 - Elsevier
… of the whole workflow. In this article, we show that the scheduling of scientific workflows can
be … Thus, we propose a new workflow representation, where nodes of the workflow graph …

Evolutionary Scientific Workflows

SMS da Cruz, A de Oliveira… - … on Evolutionary …, 2018 - ieeexplore.ieee.org
… It extends the existing scientific workflow management systems by offering a range of
reusable evolutionary algorithms modules. Besides, we present a use case using evolutionary

Managing rapidly-evolving scientific workflows

J Freire, CT Silva, SP Callahan, E Santos… - … , IL, USA, May 3-5, 2006 …, 2006 - Springer
… and scientific workflow systems, instead it can be combined with and enhance these systems.
Although provenance in the context of scientific workflows … for tracking workflow evolution. …

Exploring molecular evolution reconstruction using a parallel cloud based scientific workflow

KACS Ocaña, D de Oliveira, F Horta, J Dias… - … in Bioinformatics and …, 2012 - Springer
scientific workflow for molecular evolution reconstruction that aims at inferring evolutionary
… the clouds using SciCumulus workflow engine. Our experiments show that SciEvol can help …

Scientific workflows for computational reproducibility in the life sciences: Status, challenges and opportunities

S Cohen-Boulakia, K Belhajjame, O Collin… - Future Generation …, 2017 - Elsevier
scientific workflows in the context of reproducibility. To do so, we define several kinds of
reproducibility that can be reached when scientific workflows … -friendly scientific workflow systems…

Science in the cloud: Allocation and execution of data-intensive scientific workflows

C Szabo, QZ Sheng, T Kroeger, Y Zhang… - Journal of Grid Computing, 2014 - Springer
… when executing data-intensive scientific workflow, we propose in … of tasks in the workflow
such that the data transferred … multi-objective evolutionary algorithm that optimizes the workflow

Workflows and e-Science: An overview of workflow system features and capabilities

E Deelman, D Gannon, M Shields, I Taylor - Future generation computer …, 2009 - Elsevier
… applications [1] but such classifications potentially suffer from the ever-changing world of
distributed computing and the evolution of new workflow solutions that are appearing at a rather …

The future of scientific workflows

E Deelman, T Peterka, I Altintas… - … Journal of High …, 2018 - journals.sagepub.com
workflow requirements of DOE’s science and national security missions, to assess the current
state of the art in science workflowsworkflows, and to develop requirements for automated …

Multitasking bi-level evolutionary algorithm for data-intensive scientific workflows on clouds

X Cai, M Li, Y Zhang, T Zhao, W Zhang… - Expert Systems with …, 2024 - Elsevier
… on by the location of data in a scientific workflow. Clustering and evolutionary algorithms
are mostly used in conventional scientific workflow to address the suggested issue. One is to …