Workflows community summit 2022: A roadmap revolution
RF da Silva, RM Badia, V Bala, D Bard… - arxiv preprint arxiv …, 2023 - arxiv.org
Scientific workflows have become integral tools in broad scientific computing use cases.
Science discovery is increasingly dependent on workflows to orchestrate large and complex …
Science discovery is increasingly dependent on workflows to orchestrate large and complex …
Scheduling of Big Data Workflows in the Hadoop Framework with Heterogeneous Computing Cluster
AM Rahmani, EY Chamzini, M pourshaban… - Arabian Journal for …, 2024 - Springer
Recently, resource allocation in cloud computing has become a popular research topic. Hi-
WAY is a scientific workflow management system that facilitates workflows involving large …
WAY is a scientific workflow management system that facilitates workflows involving large …
Dynamic Resource Management for Elastic Scientific Workflows using PMIx
R Bhattarai, H Pritchard… - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
In current scientific workflows, the computational needs of tasks might not be known when it
is submitted to a system for execution. Current resource management (RM) systems and …
is submitted to a system for execution. Current resource management (RM) systems and …
Workflows Community Summit 2022: A Roadmap Revolution
R Ferreira Da Silva, R Badia, V Bala, D Bard… - 2023 - osti.gov
Scientific workflows have become integral tools in broad scientific computing use cases.
Science discovery is increasingly dependent on workflows to orchestrate large and complex …
Science discovery is increasingly dependent on workflows to orchestrate large and complex …
The Common Workflow Scheduler Interface: Status Quo and Future Plans
Nowadays, many scientific workflows from different domains, such as Remote Sensing,
Astronomy, and Bioinformatics, are executed on large computing infrastructures managed …
Astronomy, and Bioinformatics, are executed on large computing infrastructures managed …
**gle: IoT-Informed Autoscaling for Efficient Resource Management in Edge Computing
Y Wang, A Chandra, J Weissman - 2024 IEEE 24th …, 2024 - ieeexplore.ieee.org
Edge computing is increasingly applied to various systems for its proximity to end-users and
data sources. To facilitate the deployment of diverse edge-native applications, container …
data sources. To facilitate the deployment of diverse edge-native applications, container …
Ponder: Online Prediction of Task Memory Requirements for Scientific Workflows
Scientific workflows are used to analyze large amounts of data. These workflows comprise
numerous tasks, many of which are executed repeatedly, running the same custom program …
numerous tasks, many of which are executed repeatedly, running the same custom program …
Novel Approaches Toward Scalable Composable Workflows in Hyper-Heterogeneous Computing Environments
The annual Workshop on Workflows in Support of Large-Scale Science (WORKS) is a
premier venue for the scientific workflow community to present the latest advances in …
premier venue for the scientific workflow community to present the latest advances in …
Predicting Dynamic Memory Requirements for Scientific Workflow Tasks
With the increasing amount of data available to scientists in disciplines as diverse as
bioinformatics, physics, and remote sensing, scientific workflow systems are becoming …
bioinformatics, physics, and remote sensing, scientific workflow systems are becoming …
Accelerating the Operation of Complex Workflows through Standard Data Interfaces
T Paul, W Regli - arxiv preprint arxiv:2412.13339, 2024 - arxiv.org
In this position paper we argue for standardizing how we share and process data in scientific
workflows at the network-level to maximize step re-use and workflow portability across …
workflows at the network-level to maximize step re-use and workflow portability across …