Scientific workflows: Past, present and future
… Assessing the evolution of parallel computing architectures and the generalisation of multi-…
the scientific workflow and parallel computing domains, recognizing the workflow abstraction …
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
… 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 …
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 …
reusable evolutionary algorithms modules. Besides, we present a use case using evolutionary …
Managing rapidly-evolving scientific workflows
… 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. …
Although provenance in the context of scientific workflows … for tracking workflow evolution. …
Exploring molecular evolution reconstruction using a parallel cloud based scientific workflow
… scientific workflow for molecular evolution reconstruction that aims at inferring evolutionary
… the clouds using SciCumulus workflow engine. Our experiments show that SciEvol can help …
… 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
… 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…
reproducibility that can be reached when scientific workflows … -friendly scientific workflow systems…
Science in the cloud: Allocation and execution of data-intensive scientific workflows
… 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 …
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
… 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 …
distributed computing and the evolution of new workflow solutions that are appearing at a rather …
The future of scientific workflows
… workflow requirements of DOE’s science and national security missions, to assess the current
state of the art in science workflows… workflows, and to develop requirements for automated …
state of the art in science workflows… workflows, 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 …
are mostly used in conventional scientific workflow to address the suggested issue. One is to …