Rosa M. Badia will present the project during the SIAM Conference on Parallel Processing for Scientific Computing (SIAM PP22) that will take place February 23-26, 2022. In particular, our coordinator will give a talk titled “Dynamic and Intelligent Workflows with Eflows4hpc” on Saturday 26 February 2022 in the Parallel Processing in Data Science Applications – Part II of II of this academic event.
Abstract of the talk:
Distributed computing infrastructures are evolving from traditional models to environments that involve sensors, edge devices, instruments, etc, and, as well, high-end computing systems such as clouds and HPC clusters. A key aspect is how to describe and develop the applications to be executed in such platforms. What is more, the use of data analytics and artificial intelligence in general is on high demand in current HPC applications. However, the methodologies to develop such workflows that integrate HPC simulations and data analytics is not well integrated. eFlows4HPC project has recently started with the goal of providing workflow software stack and an additional set of services to enable the integration of HPC simulations and modelling with big data analytics and machine learning in scientific and industrial applications. The project will demonstrate its advances through three application Pillars with high industrial and social relevance: manufacturing, climate and urgent computing for natural hazards; these applications will help to prove how the realization of forthcoming efficient HPC and data-centric applications can be developed with new workflow technologies. The talk will present the motivation, challenges and project workplan.