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Published in:
2021 | OriginalPaper | Chapter
CFD Simulation with Microservices for Geoscience Applications
Author : Alexey Cheptsov
Published in: Sustained Simulation Performance 2019 and 2020
Publisher: Springer International Publishing
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Abstract
The current geoscience applications are confronted by two major challenges—integration with numerous diverse sensor devices and use in real-time use case scenarios. Whilst the challenge of service integration is addressed by the concept of Cyber-Physical systems, which aims to incorporate sensor data in application workflows, the usage of High Performance Computers helps minimize the execution time to fulfill the real time scenarios requirements. However, the existing programming models do not allow scientific workflows to take advantage of both technologies simultaneously. This paper contribution offers an approach to encapsulation of workflow-based applications into services, which are flexible enough to run on heterogeneous, distributed infrastructures spanning over both industrial sensor services and parallel computing systems. The approach is demonstrated on a computational fluid dynamics simulation study of aerodynamic processes in complex underground mine ventilation networks.