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We describe our experience with integrating RADICAL-Pilot (RP) and Parsl as a way to enable users to develop and execute workflow applications with heterogeneous tasks on heterogeneous high-performance computing resources. Integration among existing workflow tools is a way to improve development efficiency and, ultimately, support the sustainability of the scientific workflow community. That is leading to a proliferation of workflow management systems and, thus, to a fragmented software ecosystem.

Description: Workflow applications are becoming increasingly important to support scientific discovery.

Authors/Presenters: Aymen Alsaadi, Logan Ward, Andre Merzky, Kyle Chard, Ian Foster, Shantenu Jha, Matteo Turilli.

Workshop: RADICAL-Pilot and Parsl: Executing Heterogenerous Workflows on HPC Platforms.

Session: The 17th Workshop on Workflows in support of Large-Scale Science (WORKS22).

I discuss, in particular, the funcX and Globus Flows architectures the container management strategies used in funcX to execute functions with high performance and efficiency on diverse funcX endpoints and funcX’s integration with an in-memory data store and Globus for managing data that spans endpoints. Both funcX and the Globus Flows system used to implement these pipelines combine cloud-hosted management, for reliability, with edge-hosted execution, for flexible and scalable execution.

Description: I report on experiences developing and deploying the funcX distributed function as a service (FaaS) platform and in employing this platform to support distributed computing pipelines that link instruments, computers (e.g., for analysis, simulation, AI model training), edge computing (e.g., for analysis), data stores, metadata catalogs, and high-speed networks.Workshop: ROSS- Closing Invited Talk: Federated Function-as-a-Service to Power Distributed Computing Pipelines.Session: 12th International Workshop on Runtime and Operating Systems for Supercomputers (ROSS).Learn about our free 90-day trial subscription.Let us introduce you to all the benefits of the Globus service and update you on some of the new developments. Whether you are new to Globus or an experienced user, we would like to engage with you at SC22.

Where to find market price per share in globus simulation