Workshop: The 17th Workshop on Workflows in Support of Large-Scale Science (WORKS22)
Event TypeWorkshop
Registration Categories
W
Tags
Cloud and Distributed Computing
In Situ Processing
Scientific Computing
Workflows
Session Formats
Recorded
TimeMonday, 14 November 20228:30am - 12pm CST
LocationD222
DescriptionScientific workflows have been used across scientific domains and have underpinned some of the most significant discoveries of the past several decades. Workflow management systems provide abstraction and automation which enable a broad range of researchers to easily define sophisticated computational processes and to then execute them efficiently on parallel and distributed computing systems. As workflows have been adopted by a number of scientific communities, they are becoming more complex and require more sophisticated capabilities.

This workshop focuses on the many facets of scientific workflow management systems, ranging from actual execution to service management and the coordination and optimization of data, service, and job dependencies. The workshop covers a broad range of issues such: scientific workflows representation and enactment; workflow scheduling techniques ; workflow enactment engines; and a number of computer science problems related to scientific workflows such as semantic technologies, compiler methods, scheduling and fault detection and tolerance.

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Presentations
8:30am - 8:32am CSTWORKS 2022 – Welcome and Introduction
8:32am - 9:00am CSTWORKS 2022 – Invited Talk: Making Easier the Development and Deployment of Application Workflows with eFlows4HPC
Presenter
9:00am - 9:12am CSTRADICAL-Pilot and Parsl: Executing Heterogeneous Workflows on HPC Platforms
9:12am - 9:24am CSTAutomatic, Efficient, and Scalable Provenance Registration for FAIR HPC Workflows
9:24am - 9:36am CSTChallenges of Provenance in Scientific Workflow Management Systems
Author/Presenters
9:36am - 9:48am CSTA Domain-Specific Provenance Query Composition Environment for Scientific Workflows
9:48am - 10:00am CSTWorkflow Anomaly Detection with Graph Neural Networks
10:00am - 10:30am CSTWORKS22 – Morning Break
10:30am - 10:36am CSTModeling Data Integrity Threats for Scientific Workflows Using OSCRP and MITRE ATT&CK®
10:36am - 10:42am CSTRECUP: A (Meta)data Framework for Reproducing Hybrid Workflows with FAIR
10:42am - 10:48am CSTRecommending Tools and Sub-Workflows for Scientific Workflow Management Systems
10:48am - 10:54am CSTlibEnsemble: Flexible Workflows through Dynamic Assignment of Workers and Resources
10:54am - 11:00am CSTHyperShell v2: A Better Workflow Automation Tool for Many-Task Computing
11:00am - 11:12am CSTCo-Scheduling Ensembles of In Situ Workflows
11:12am - 11:24am CSTEvents as a Basis for Workflow Scheduling
Author/Presenter
11:24am - 11:36am CSTAn Automated Cryo-EM Computational Environment on the HPC System Using Pegasus WMS
11:36am - 11:48am CSTCross-Facility Workflows: Case Studies with Active Experiments
11:48am - 12:00pm CSTCardioHPC: Serverless Approaches for Real-Time Heart Monitoring of Thousands of Patients
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