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UID:submissions.pasc-conference.org_PASC24_sess130_msa173@linklings.com
SUMMARY:Programming Dynamic and Intelligent Workflows for the Continuum
DESCRIPTION:Minisymposium\n\nRaül Sirvent (Barcelona Supercomputing Center
 )\n\nScientific workflows are becoming more complex. While previously comp
 utations were focused only on a single computational domain, nowadays it i
 s common that users pursue the combination of traditional HPC simulations,
  together with High Performance Data Analytics and Machine Learning algori
 thms, while having complex mechanisms to manage their executions (fault to
 lerance, heterogeneity, …). In this presentation, we will show our current
  efforts towards simplifying the lifecycle management of HPC, data analyti
 cs and AI workflows for both scientific and industrial applications. The c
 oncept of HPC Workflows as a Service will be introduced and its applicatio
 n will be shown in the domains of prototyping of complex manufactured obje
 cts, adaptive workflows for climate and tropical cyclones studies and urge
 nt computing for natural hazards (in particular, earthquakes and their ass
 ociated tsunamis). Besides, we will also show our efforts towards the adap
 tation of such complex workflows for the computing continuum (cloud, edge 
 and IoT infrastructures) through the design of a meta-OS. Applications on 
 the domain of personalised healthcare (stroke detection) will be shown. Fi
 nally, our newest proposal focused on providing a programming model and ar
 chitecture for an easy development of applications in swarm computing envi
 ronments will also be introduced.\n\nDomain: Chemistry and Materials, Clim
 ate, Weather, and Earth Sciences, Applied Social Sciences and Humanities, 
 Engineering, Life Sciences, Physics, Computational Methods and Applied Mat
 hematics\n\nSession Chair: Benjamin Mintz (Oak Ridge National Laboratory)
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