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Exploitation of Multiple Model Layers Within LEXIS Weather and Climate Pilot

Capitolo di libro
Data di Pubblicazione:
2021
Abstract:
The LEXIS (Large-scale EXecution for Industry & Society) Weather and Climate Pilot is developing a system for the prediction of water-related phenomena and their associated socioeconomic impacts. The system is based on multiple models chained together, as global weather models, high-resolution regional weather models, domain-specific application models (hydrological and forest fire risk forecasts), and impact models providing information (such as air quality and rainfall intensity) for key decisions and policymakers. This chapter describes the key aspect of this pilot in terms of serving model output data and products with cloud and high-performance data analytics environments, on top of a Weather Climate Data API, as well as the porting of models on the LEXIS infrastructure via different virtualization strategies (as virtual machine and dockers).
Tipologia CRIS:
02.01 Contributo in volume (Capitolo o Saggio)
Keywords:
n/a
Elenco autori:
Galizia, Antonella
Autori di Ateneo:
GALIZIA ANTONELLA
Link alla scheda completa:
https://iris.cnr.it/handle/20.500.14243/443364
Titolo del libro:
HPC, Big Data, AI Convergence Towards Exascale Challenge and Vision
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