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Containers in HPC: Is it worth it?

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Peiró Conde, KilianMés informació
Tutor / directorAyguadé Parra, EduardMés informacióMés informacióMés informació; Mantovani, FilippoMés informació
Document typeMaster thesis
Date2020-06
Rights accessOpen Access
All rights reserved. This work is protected by the corresponding intellectual and industrial property rights. Without prejudice to any existing legal exemptions, reproduction, distribution, public communication or transformation of this work are prohibited without permission of the copyright holder
Abstract
Container technologies usage has been growing in data centers and supercomputer facilities during the last years. More and more people are benefiting from the portability, flexibility and other traits of containers. Despite being some evaluation performed in the field of HPC, there is still a lot of research to be done on the matter. Also, the system-wide deployment and usage of a container infrastructure in an HPC system requires a non-negligible effort. Therefore a part of the study is also to analyze if the deployment effort is worth it. In this thesis I study the performance and energy consumption of Singularity containers with HPC workloads of real scientific applications (OpenFOAM, GROMACS) on emerging HPC architectures (Armv8). In addition, I make some suggestions on the Singularity deployment from a user and a System Administrator perspective. Results show almost no performance nor energy differences between the executions of applications ran inside and outside of a container when tested on a small number of compute nodes. Containerization with Singularity seems overall a good tool to have in an HPC system.
SubjectsVirtual Systems, Sistemes virtuals (Informàtica)
DegreeMÀSTER UNIVERSITARI EN INNOVACIÓ I RECERCA EN INFORMÀTICA (Pla 2012)
URIhttp://hdl.handle.net/2117/335295
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  • Màsters oficials - Master in Innovation and Research in Informatics - MIRI [411]
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