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Spack meets singularity: creating movable in-situ analysis stacks with ease

Published:18 November 2019Publication History

ABSTRACT

In-situ data analysis and visualization is a promising technique to handle the enormous amount of data an extreme-scale application produces. One challenge users often face in adopting in-situ techniques is setting the right environment on a target machine. Platforms such as SENSEI require complex software stacks that consist of various analysis packages and visualization applications. The user has to make sure all these prerequisites exist on the target machine, which often involves compiling and setting them up from scratch. In this paper, we leverage the containers technology (e.g., light-weight virtualization images) and provide users with Singularity containers that encapsulate ready-to-use, movable in-situ software stacks. Moreover, we make use of Spack to ease the process of creating these containers. Finally, we evaluate this solution by running in-situ analysis from within a container on an HPC system.

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      • Published in

        cover image ACM Other conferences
        ISAV '19: Proceedings of the Workshop on In Situ Infrastructures for Enabling Extreme-Scale Analysis and Visualization
        November 2019
        56 pages
        ISBN:9781450377232
        DOI:10.1145/3364228

        Copyright © 2019 ACM

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        Association for Computing Machinery

        New York, NY, United States

        Publication History

        • Published: 18 November 2019

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        Overall Acceptance Rate 23 of 63 submissions, 37%

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