Orchestration of materials science workflows for heterogeneous resources at large scale

N Zhou, G Scorzelli, J Luettgau… - … Journal of High …, 2023 - journals.sagepub.com
In the era of big data, materials science workflows need to handle large-scale data
distribution, storage, and computation. Any of these areas can become a performance …

Building Domain-Specific Machine Learning Workflows: A Conceptual Framework for the State of the Practice

BJ Oakes, M Famelis, H Sahraoui - ACM Transactions on Software …, 2024 - dl.acm.org
Domain experts are increasingly employing machine learning to solve their domain-specific
problems. This article presents to software engineering researchers the six key challenges …

Diagnosis of Errors in Stalled Inter-Organizational Workflow Processes

MH Ghazi - 2022 - search.proquest.com
Fault-tolerant inter-organizational workflow processes help participant organizations
efficiently complete their business activities and operations without extended delays. The …

Manage your workflows: A classification framework and technology review of workflow management systems

P Kortelainen - 2021 - trepo.tuni.fi
Managing workflows and complex asynchronous operation flows is a common problem that
needs to be solved in a variety of software products. Workflow management systems are …

[PDF][PDF] Adaptive task parameters for Workflow Engines

T Vogel - informatik.hu-berlin.de
Research in modern science often relies on the use of scientific workflow software. These
kinds of systems support researchers in the conduction and automation of computationally …