92 citations · 685 across the 84 of their papers we have counts for
5 papers · 2 filters
RAPTOR: Ravenous Throughput Computing
Andre Merzky, Matteo Turilli, Shantenu Jha
We describe the design, implementation and performance of the RADICAL-Pilot task overlay (RAPTOR). RAPTOR enables the execution of heterogeneous tasks -- i.e., functions and execut…
The Ghost of Performance Reproducibility Past
Srinivasan Ramesh, Mikhail Titov, Matteo Turilli +2
The importance of ensemble computing is well established. However, executing ensembles at scale introduces interesting performance fluctuations that have not been well investigated…
AI-coupled HPC Workflows
Shantenu Jha, Vincent R. Pascuzzi, Matteo Turilli
Increasingly, scientific discovery requires sophisticated and scalable workflows. Workflows have become the ``new applications,'' wherein multi-scale computing campaigns comprise m…
Asynchronous Execution of Heterogeneous Tasks in ML-driven HPC Workflows
Vincent R. Pascuzzi, Ozgur O. Kilic, Matteo Turilli +1
Heterogeneous scientific workflows consist of numerous types of tasks that require executing on heterogeneous resources. Asynchronous execution of those tasks is crucial to improve…
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…