19th Workshop on Workflows in Support of Large-Scale Science
November 18
Atlanta, GA, USA
In conjunction with
Proceedings by
WORKS 2024 focuses on the many facets of scientific workflow composition, management, sustainability, and application to domain sciences in an increasingly diverse landscape. The workshop covers a broad range of topics in the scientific workflow lifecycle that include: reproducible research with workflows; workflow execution in distributed and heterogeneous environments; application of AI/ML in workflow management; workflow provenance; serverless workflows; exascale computing with workflows; stream-processing, interactive, adaptive and data-driven workflows; workflow scheduling and resource management; workflow fault-tolerance, debugging, performance analysis/modeling; big data and AI workflows, etc.
Time | Event |
---|---|
9:00am-9:14am | Welcome
Silvina Caino-Lores, Anirban Mandal |
9:14am-9:37am |
Paper:
A software Ecosystem for Multi-Level Provenance Management in Large-Scale Scientific Workflows for AI Applications
Padovani, Anantharaj, Sacco, Kurihana, Bunino, Tsolaki, Girone, Antonio, Sopranzetti, Fronza, Fiore |
9:37am-10:00am |
Paper:
Performance Characterization and Provenance of Distributed Task-based Workflows on HPC Platforms
Gueroudji, Phelps, Islam, Carns, Snyder, Ross, Pouchard |
10:00am-10:30am | Break |
10:30am-11:21am | Invited Talk: Assessing and Advancing the Potential of Quantum Computing: A NASA Case Study
Eleanor Rieffel |
11:21am-11:44am |
Paper:
Parsl+CWL: Experiences Combining the Python and CWL Ecosystems
Karle, Clifford, Babuji, Chard, Katz, Chard |
11:44am-12:07pm |
Paper:
Towards Generating Contracts for Scientific Data Analysis Workflows
Vu, Kehrer |
12:07pm-12:30pm |
Paper:
GNU Parallel: Enabling Low-Overhead HT-HPC Workflows at Extreme Scale
Maheshwari, Arndt, Karimi, Yin, Suter, Johnson, Ferreira da Silva |
12:30pm-2:00pm | Lunch |
2:00pm-2:05pm |
Panel Lightning Talk:
Towards a Cohesive Ecosystem of Workflows, Data, Artificial Intelligence, and Humans
Paine, Deshmukh, Gunter, O'Donnell, Poon, Ramakrishnan |
2:05pm-2:10pm |
Panel Lightning Talk:
Accelerating Operation of Complex Workflows through Standard Data Interfaces
Paul, Regli |
2:10pm-2:15pm |
Panel Lightning Talk:
Trust and Verification of AI-Based Decision Making for Future Scientific Workflows: Challenges and Solutions
Giannakou, Amusat, Ramakrishnan |
2:15pm-2:20pm |
Panel Lightning Talk:
Integrating Evolutionary Algorithms with Distributed Deep Learning for Optimizing Hyperparameters on HPC Systems
Coletti, Santos Souza, Skluzacek, Suter, Ferreira da Silva |
2:20pm-2:30pm |
Invited Panel Lightning Talk:
Worfklows on LUMI: Europe's most powerful supercomputer
Tomasz Malkiewicz |
2:30pm-3:00pm |
Panel Discussion:
Future of Scientific Workflows
TBD |
3:00pm-3:30pm | Break |
3:30pm-3:53pm |
Paper:
Managing Workflow Malleabillity in Urgent Computing for Earthquake Alerts
Ejarque, Monterrubio-Velasco, Bhihe, Pienkowska, de la Puente, Badia |
3:53pm-4:16pm |
Paper:
A Microservices Architecture Toolkit for Interconnected Science Ecosystems
Brim, Drane, McDonnell, Engelmann, Malviya Thakur |
4:16pm-4:39pm |
Paper:
Shepherd: Seamless Integration of Service Workflows into Task-Based Workflows through Log Monitoring
Islam, Thain |
4:39pm-5:02pm |
Paper:
Laminar 2.0: Serverless Stream Processing with Enhanced Code Search and Recommendations
Rotchford, Evans, Filgueira |
5:02pm-5:25pm |
Paper:
Serverless Computing for Dynamic HPC Workflows
Thurimella |
5:25pm-5:30pm | Closure
Silvina Caino-Lores, Anirban Mandal |
All deadlines are Anywhere on Earth (AoE).
Scientific workflows have underpinned some of the most significant discoveries of the past several decades. Workflow management systems (WMSs) provide abstraction and automation that enable 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 multiple scientific communities, they are becoming more complex and require more sophisticated workflow management capabilities. A workflow can now analyze terabyte-scale data sets, execute millions of individual tasks; coordinate heterogeneous resources and tasks from edge to core; and process near real-time data streams, files, and data placed in different types of storage systems. The computations can be single core workloads, loosely-coupled tasks, or tightly-coupled computations, and can run in heterogeneous distributed computing platforms all within a single anirban@ Steering Committee
University of Queensland, Australia
University of Edinburgh, UK
University of Southern California, USA
University of Tennessee, USA
San Diego Supercomputing Center
Barcelona Supercomputing Center
Kettering University
University Carlos III of Madrid
University of Hawaii at Manoa
University Carlos III of Madrid
San Diego Supercomputing Center
University of Torino
Inria
Fluminese Federal University
University of Southern California
Barcelona Supercomputing Center
Oak Ridge National Laboratory
EPCC, University of Edinburgh
University of Trento
Universidad Politécnica de Madrid
San Diego Supercomputing Center
Oak Ridge National Laboratory
Rutgers University
University of Illinois Urbana-Champaign
Oak Ridge National Laboratory
Lawrence Livermore National Laboratory
Inria
Oak Ridge National Laboratory
AGH UST
UFRJ
Newcastle University
University of Naples Parthenope
Argonne National Laboratory
University of Tennessee
Lawrence Berkeley National Laboratory
Lawrence Livermore National Laboratory
University of Klagenfurt
Inria
Lawrence Berkeley National Laboratory
Southern Illinois University
Indian Institute of Science
Barcelona Supercomputing Center
Oak Ridge National Laboratory
Oak Ridge National Laboratory
Oak Ridge National Laboratory
University of Calabria
French Institute for Research in Digital Science and Technology (Inria)
University of Notre Dame
University of Calabria
RENCI
Oak Ridge National Laboratory
Argonne National Laboratory
Argonne National Laboratory
University of Southern California
For information please direct your inquiries to the workshop chairs: