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2018 | OriginalPaper | Buchkapitel

Bridging the Gap Between HPC and Cloud Using HyperFlow and PaaSage

verfasst von : Dennis Hoppe, Yosandra Sandoval, Anthony Sulistio, Maciej Malawski, Bartosz Balis, Maciej Pawlik, Kamil Figiela, Dariusz Krol, Michal Orzechowski, Jacek Kitowski, Marian Bubak

Erschienen in: Parallel Processing and Applied Mathematics

Verlag: Springer International Publishing

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Abstract

A hybrid HPC/Cloud architecture is a potential solution to the ever-increasing demand for high-availability on-demand resources for eScience applications. eScience applications are primarily compute-intensive, and thus require HPC resources. They usually also include pre- and post-processing steps, which can be moved into the Cloud in order to keep costs low. We believe that currently no methodology exists to bridge the gap between HPC and Cloud in a seamless manner. The goal is to lower the gap for non-professionals in order to exploit external facilities through an automated deployment and scaling both vertically (HPC) and horizontally (Cloud). This paper demonstrates how representative eScience applications can easily be transferred from HPC to Cloud using the model-based cross-cloud deployment platform PaaSage.

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Fußnoten
4
OmiStack is a private Cloud provided by the University of Ulm based on OpenStack. OpenStack is a leading software to manage Clouds.
 
5
It should be noted that VM sizes were selected due to cost constraints and availability. m1.medium has 2 vCPUs, 40 GB disk, and 4 GB RAM; m3.medium has 1 vCPU, 4 GB SSD, and 3.75 GB RAM; m3.xlarge has 4 vCPUs, 2\(\,\times \,\)40 SSD, and 15 GB RAM. m3.xlarge was unavailable on Omistack.
 
Literatur
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Zurück zum Zitat Balis, B., Figiela, K., Malawski, M., Pawlik, M., Bubak, M.: A lightweight approach for deployment of scientific workflows in cloud infrastructures. In: Wyrzykowski, R., Deelman, E., Dongarra, J., Karczewski, K., Kitowski, J., Wiatr, K. (eds.) PPAM 2015. LNCS, vol. 9573, pp. 281–290. Springer, Cham (2016). https://doi.org/10.1007/978-3-319-32149-3_27 CrossRef Balis, B., Figiela, K., Malawski, M., Pawlik, M., Bubak, M.: A lightweight approach for deployment of scientific workflows in cloud infrastructures. In: Wyrzykowski, R., Deelman, E., Dongarra, J., Karczewski, K., Kitowski, J., Wiatr, K. (eds.) PPAM 2015. LNCS, vol. 9573, pp. 281–290. Springer, Cham (2016). https://​doi.​org/​10.​1007/​978-3-319-32149-3_​27 CrossRef
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Zurück zum Zitat Marathe, A., Harris, R., Lowenthal, D.K., de Supinski, B.R., Rountree, B., Schulz, M., Yuan, X.: A comparative study of high-performance computing on the cloud. In: Proceedings of the 22nd International Symposium on High-Performance Parallel and distributed Computing, pp. 239–250. ACM (2013). https://doi.org/10.1145/2462902.2462919 Marathe, A., Harris, R., Lowenthal, D.K., de Supinski, B.R., Rountree, B., Schulz, M., Yuan, X.: A comparative study of high-performance computing on the cloud. In: Proceedings of the 22nd International Symposium on High-Performance Parallel and distributed Computing, pp. 239–250. ACM (2013). https://​doi.​org/​10.​1145/​2462902.​2462919
Metadaten
Titel
Bridging the Gap Between HPC and Cloud Using HyperFlow and PaaSage
verfasst von
Dennis Hoppe
Yosandra Sandoval
Anthony Sulistio
Maciej Malawski
Bartosz Balis
Maciej Pawlik
Kamil Figiela
Dariusz Krol
Michal Orzechowski
Jacek Kitowski
Marian Bubak
Copyright-Jahr
2018
DOI
https://doi.org/10.1007/978-3-319-78024-5_38