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2018 | OriginalPaper | Buchkapitel

Transparent Model-Driven Provisioning of Computing Resources for Numerically Intensive Simulations

verfasst von : Fabian Korte, Alexander Bufe, Christian Köhler, Gunther Brenner, Jens Grabowski, Philipp Wieder

Erschienen in: Simulation Science

Verlag: Springer International Publishing

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Abstract

Many simulations require large amounts of computing power to be executed. Traditionally, the computing power is provided by large high performance computing clusters that are solely built for this purpose. However, modern data centers do not only provide access to these high performance computing systems, but also offer other types of computing resources e.g., cloud systems, grid systems, or access to specialized computing resources, such as clusters equipped with accelerator hardware. Hence, the researcher is confronted with the choice of picking a suitable computing resource type for his simulation and acquiring the knowledge on how to access and manage his simulation on the resource type of choice. This is a time consuming and cumbersome process and could greatly benefit from supportive tooling. In this paper, we introduce a framework that allows to describe the simulation application in a resource-independent manner. It furthermore helps to select a suitable resource type according to the requirements of the simulation application and to automatically provision the required computing resources. We demonstrate the feasibility of the approach by providing a case study from the area of fluid mechanics.

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Fußnoten
1
At the time of this writing, two versions of the TOSCA standard exist, a formalized version [12] in XML and a simplified rendering in YAML [13]. GroupTemplates and GroupTypes are currently part of the TOSCA YAML rendering, but not part of the TOSCA XML specification.
 
Literatur
2.
Zurück zum Zitat Arkın, E., Tekinerdogan, B., İmre, K.M.: Model-driven approach for supporting the mapping of parallel algorithms to parallel computing platforms. In: Moreira, A., Schätz, B., Gray, J., Vallecillo, A., Clarke, P. (eds.) MODELS 2013. LNCS, vol. 8107, pp. 757–773. Springer, Heidelberg (2013). https://doi.org/10.1007/978-3-642-41533-3_46CrossRef Arkın, E., Tekinerdogan, B., İmre, K.M.: Model-driven approach for supporting the mapping of parallel algorithms to parallel computing platforms. In: Moreira, A., Schätz, B., Gray, J., Vallecillo, A., Clarke, P. (eds.) MODELS 2013. LNCS, vol. 8107, pp. 757–773. Springer, Heidelberg (2013). https://​doi.​org/​10.​1007/​978-3-642-41533-3_​46CrossRef
3.
Zurück zum Zitat Bunch, C., Chohan, N., Krintz, C., Shams, K.: Neptune: a domain specific language for deploying HPC software on cloud platforms. In: Proceedings of the 2nd International Workshop on Scientific Cloud Computing, pp. 59–68. ScienceCloud 2011. ACM (2011). https://doi.org/10.1145/1996109.1996120 Bunch, C., Chohan, N., Krintz, C., Shams, K.: Neptune: a domain specific language for deploying HPC software on cloud platforms. In: Proceedings of the 2nd International Workshop on Scientific Cloud Computing, pp. 59–68. ScienceCloud 2011. ACM (2011). https://​doi.​org/​10.​1145/​1996109.​1996120
19.
Zurück zum Zitat Steinberg, D., Budinsky, F., Paternostro, M., Merks, E.: EMF: Eclipse Modeling Framework 2.0, 2nd edn. Addison-Wesley Professional, Amsterdam (2009) Steinberg, D., Budinsky, F., Paternostro, M., Merks, E.: EMF: Eclipse Modeling Framework 2.0, 2nd edn. Addison-Wesley Professional, Amsterdam (2009)
Metadaten
Titel
Transparent Model-Driven Provisioning of Computing Resources for Numerically Intensive Simulations
verfasst von
Fabian Korte
Alexander Bufe
Christian Köhler
Gunther Brenner
Jens Grabowski
Philipp Wieder
Copyright-Jahr
2018
DOI
https://doi.org/10.1007/978-3-319-96271-9_11