259 citations · 1.2k across the 51 of their papers we have counts for
6 papers · 1 filter
funcX: Federated Function as a Service for Science
Zhuozhao Li, Ryan Chard, Yadu Babuji +9
funcX is a distributed function as a service (FaaS) platform that enables flexible, scalable, and high performance remote function execution. Unlike centralized FaaS systems, funcX…
Globus Automation Services: Research process automation across the space-time continuum
Ryan Chard, Jim Pruyne, Kurt McKee +5
Research process automation -- the reliable, efficient, and reproducible execution of linked sets of actions on scientific instruments, computers, data stores, and other resources…
FAIR principles for AI models with a practical application for accelerated high energy diffraction microscopy
Nikil Ravi, Pranshu Chaturvedi, E. A. Huerta +7
A concise and measurable set of FAIR (Findable, Accessible, Interoperable and Reusable) principles for scientific data is transforming the state-of-practice for data management and…
Extended Abstract: Productive Parallel Programming with Parsl
Kyle Chard, Yadu Babuji, Anna Woodard +6
Parsl is a parallel programming library for Python that aims to make it easy to specify parallelism in programs and to realize that parallelism on arbitrary parallel and distribute…
The Diminishing Returns of Masked Language Models to Science
Zhi Hong, Aswathy Ajith, Gregory Pauloski +3
Transformer-based masked language models such as BERT, trained on general corpora, have shown impressive performance on downstream tasks. It has also been demonstrated that the dow…
Workflows Community Summit: Tightening the Integration between Computing Facilities and Scientific Workflows
Rafael Ferreira da Silva, Kyle Chard, Henri Casanova +11
The importance of workflows is highlighted by the fact that they have underpinned some of the most significant discoveries of the past decades. Many of these workflows have signifi…