Delivering Rules-Based Workflows for Science

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Standard

Delivering Rules-Based Workflows for Science. / Marchant, David; Blomqvist, Mark; Jensen, Philip; Lilholm, Iben; Nørgaard, Martin.

Proceedings of 2023 SC Workshops of the International Conference on High Performance Computing, Network, Storage, and Analysis, SC Workshops 2023. Association for Computing Machinery, Inc., 2023. p. 2000-2008 (ACM International Conference Proceeding Series).

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Harvard

Marchant, D, Blomqvist, M, Jensen, P, Lilholm, I & Nørgaard, M 2023, Delivering Rules-Based Workflows for Science. in Proceedings of 2023 SC Workshops of the International Conference on High Performance Computing, Network, Storage, and Analysis, SC Workshops 2023. Association for Computing Machinery, Inc., ACM International Conference Proceeding Series, pp. 2000-2008, 2023 International Conference on High Performance Computing, Network, Storage, and Analysis, SC Workshops 2023, Denver, United States, 12/11/2023. https://doi.org/10.1145/3624062.3624279

APA

Marchant, D., Blomqvist, M., Jensen, P., Lilholm, I., & Nørgaard, M. (2023). Delivering Rules-Based Workflows for Science. In Proceedings of 2023 SC Workshops of the International Conference on High Performance Computing, Network, Storage, and Analysis, SC Workshops 2023 (pp. 2000-2008). Association for Computing Machinery, Inc.. ACM International Conference Proceeding Series https://doi.org/10.1145/3624062.3624279

Vancouver

Marchant D, Blomqvist M, Jensen P, Lilholm I, Nørgaard M. Delivering Rules-Based Workflows for Science. In Proceedings of 2023 SC Workshops of the International Conference on High Performance Computing, Network, Storage, and Analysis, SC Workshops 2023. Association for Computing Machinery, Inc. 2023. p. 2000-2008. (ACM International Conference Proceeding Series). https://doi.org/10.1145/3624062.3624279

Author

Marchant, David ; Blomqvist, Mark ; Jensen, Philip ; Lilholm, Iben ; Nørgaard, Martin. / Delivering Rules-Based Workflows for Science. Proceedings of 2023 SC Workshops of the International Conference on High Performance Computing, Network, Storage, and Analysis, SC Workshops 2023. Association for Computing Machinery, Inc., 2023. pp. 2000-2008 (ACM International Conference Proceeding Series).

Bibtex

@inproceedings{5368c545672f4f268d456941cc462c3f,
title = "Delivering Rules-Based Workflows for Science",
abstract = "Rules-based workflow scheduling is a recently developed method for constructing an analysis structure, in a far more dynamic manner than traditional graph based systems. However, rules-based workflows are still in their relative infancy and lack the breadth of features available in traditional scientific workflow systems. This paper will address some of these missing features by introducing the new meow-base library for generic construction of rules-based systems while meeting the requirements of a scientific workflow management system. It will also present two example workflows, showing how rules-based systems can better enable analysis loops or human-in-the-loop interactions than more traditional workflow systems.",
keywords = "BIDS, Heterogeneous, MEOW, Rules-based, Workflows",
author = "David Marchant and Mark Blomqvist and Philip Jensen and Iben Lilholm and Martin N{\o}rgaard",
note = "Publisher Copyright: {\textcopyright} 2023 ACM.; 2023 International Conference on High Performance Computing, Network, Storage, and Analysis, SC Workshops 2023 ; Conference date: 12-11-2023 Through 17-11-2023",
year = "2023",
doi = "10.1145/3624062.3624279",
language = "English",
series = "ACM International Conference Proceeding Series",
pages = "2000--2008",
booktitle = "Proceedings of 2023 SC Workshops of the International Conference on High Performance Computing, Network, Storage, and Analysis, SC Workshops 2023",
publisher = "Association for Computing Machinery, Inc.",

}

RIS

TY - GEN

T1 - Delivering Rules-Based Workflows for Science

AU - Marchant, David

AU - Blomqvist, Mark

AU - Jensen, Philip

AU - Lilholm, Iben

AU - Nørgaard, Martin

N1 - Publisher Copyright: © 2023 ACM.

PY - 2023

Y1 - 2023

N2 - Rules-based workflow scheduling is a recently developed method for constructing an analysis structure, in a far more dynamic manner than traditional graph based systems. However, rules-based workflows are still in their relative infancy and lack the breadth of features available in traditional scientific workflow systems. This paper will address some of these missing features by introducing the new meow-base library for generic construction of rules-based systems while meeting the requirements of a scientific workflow management system. It will also present two example workflows, showing how rules-based systems can better enable analysis loops or human-in-the-loop interactions than more traditional workflow systems.

AB - Rules-based workflow scheduling is a recently developed method for constructing an analysis structure, in a far more dynamic manner than traditional graph based systems. However, rules-based workflows are still in their relative infancy and lack the breadth of features available in traditional scientific workflow systems. This paper will address some of these missing features by introducing the new meow-base library for generic construction of rules-based systems while meeting the requirements of a scientific workflow management system. It will also present two example workflows, showing how rules-based systems can better enable analysis loops or human-in-the-loop interactions than more traditional workflow systems.

KW - BIDS

KW - Heterogeneous

KW - MEOW

KW - Rules-based

KW - Workflows

UR - http://www.scopus.com/inward/record.url?scp=85178108526&partnerID=8YFLogxK

U2 - 10.1145/3624062.3624279

DO - 10.1145/3624062.3624279

M3 - Article in proceedings

AN - SCOPUS:85178108526

T3 - ACM International Conference Proceeding Series

SP - 2000

EP - 2008

BT - Proceedings of 2023 SC Workshops of the International Conference on High Performance Computing, Network, Storage, and Analysis, SC Workshops 2023

PB - Association for Computing Machinery, Inc.

T2 - 2023 International Conference on High Performance Computing, Network, Storage, and Analysis, SC Workshops 2023

Y2 - 12 November 2023 through 17 November 2023

ER -

ID: 377799697