Відео

This talk is intended to stimulate imaginings of what Parsl might look like in future years if running a Billion Tasks was a goal. Recording Date: October 15, 2024 Speaker: Ben Clifford

In this talk, Greg discusses his work with TaPS - a performance evaluation suite for task-based execution frameworks. Speaker: Greg Pauloski Session Date: September 27, 2024

In this talk, Rajat discusses dynamic resource management for elastic scientific workflows using PMIx/PRRTE. Speaker: Rajat Bhattarai Session Date: September 27, 2024

In this talk, Inna discusses extreme-scale monitoring of Parsl workflows with Chronolog. Speaker: Inna Brodkin Session Date: September 27, 2024

In this talk, Matthew discusses developing a framework called DELTA (Distributed Execution of Lambdas with Tradeoff Analysis) on top of Globus Compute that effectively acts as a scheduling layer to manage endpoints and route submitted tasks to an appropriate endpoint. Speaker: Matthew Baughman Session Date: September 27, 2024

In this talk, Yadu discusses extending Parsl and Globus Compute to represent and execute MPI tasks. Speaker: Yadu Babuji Session Date: September 27, 2024

In this talk, Christine talks about use cases and challenges with using Parsl at the Argonne Leadership Computing Facility (ALCF). Speaker: Christine Simpson Session Date: September 27, 2024

In this talk, Zilinghan elaborates on how Globus Compute can make federated learning easier in various application scenarios. Speaker: Zilinghan Li Session Date: September 27, 2024

In this talk, Lola presents a vision and initial proof of concept results of the potential synergies of using three technological frameworks in concert: 1) an MLOPs workflow built on industry-standard open source tools (MLFlow, DVC, and GitHub Actions) that is orchestrated by 2) Parsl running on 3) custom cloud clusters. This work is the result of her summer 2024 internship at Parallel Works. S...

A large-scale earth observation and earth system offers valuable insights for advancing climate research, but it also presents significant challenges in terms of processing and analysis. In this talk, Takuya demonstrates a development of automated multi-facility workflow leveraging Globus software that orchestrates data collection, preprocessing, machine learning process, and data management at...

In this talk, Mansi discusses her work with scaling machine learning interpretability experiments using Parsl. Speaker: Mansi Sakarvadia Session Date: September 27, 2024

In this talk, Matthew discusses the research he has conducted regarding different algorithms experimented with to enable scaling down behavior with the HTEX in Parsl. Research applies to the interchange aspect of the HTEX and the concept of adding modularity to HTEX. Speaker: Matthew Chung Session Date: September 27, 2024

In this talk, Valerie discusses her work with developing distributed high-performance computing (HPC) capabilities for OSPREY (Open Science Platform for Robust Epidemic Analysis). Speaker: Valerie Hayot-Sasson Session Date: September 27, 2024

In this talk, Dante discusses DynoStore - a system based on abstractions called data containers that enable the creation of wide-area storage systems. DynoStore load-balances data through data containers and includes resilience mechanisms to mitigate failures in the storage infrastructure. In combination with Globus Compute, he helped create different applications for the management of health a...

The Globus Compute Dataset: An Open Function-as-a-Service Dataset From the Edge to the Cloud

Multi-User Globus Compute Endpoints

Future of Globus Compute

Extending Globus Compute with RO-Crate Provenance Models

Enabling Economical and Scalable Genomic Workflows

Replacing Channels with Globus Compute Executors in Parsl

Globus Compute Update

Tracking File Provenance with Parsl

Diamond - An Integration Portal for Using Globus Compute via a Frontend

A Workflows Ecosystem for ESGF Data

Federated Numerical Weather Prediction Workflows with MPAS

Parsl and TaskVine: Interactions Between DAG Managers and Workflow Executors

TaskVine Overview

An Update on Parsl Sustainability

Leveraging Globus API for High-Performance Data Transfer and Computation