A parallel implementation of the confined-unconfined aquifer system model for subglacial hydrology: design, verification, and performance analysis (CUAS-MPI v0.1.0)

The subglacial hydrological system affects the motion of ice sheets, the ocean circulation by freshwater discharge, as well as marginal lakes and rivers. For modelling this system a porous medium model has been developed, representing a confined-unconfined aquifer system (CUAS) with evolving transmi...

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Main Authors: Fischler, Yannic, Kleiner, Thomas, Bischof, Christian, Schmiedel, Jeremie, Sayag, Roiy, Emunds, Raban, Oestreich, Lennart Frederik, Humbert, Angelika
Format: Text
Language:English
Published: 2023
Subjects:
Online Access:https://doi.org/10.5194/gmd-2022-312
https://gmd.copernicus.org/preprints/gmd-2022-312/
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spelling ftcopernicus:oai:publications.copernicus.org:gmdd108600 2023-05-15T16:29:10+02:00 A parallel implementation of the confined-unconfined aquifer system model for subglacial hydrology: design, verification, and performance analysis (CUAS-MPI v0.1.0) Fischler, Yannic Kleiner, Thomas Bischof, Christian Schmiedel, Jeremie Sayag, Roiy Emunds, Raban Oestreich, Lennart Frederik Humbert, Angelika 2023-01-23 application/pdf https://doi.org/10.5194/gmd-2022-312 https://gmd.copernicus.org/preprints/gmd-2022-312/ eng eng doi:10.5194/gmd-2022-312 https://gmd.copernicus.org/preprints/gmd-2022-312/ eISSN: 1991-9603 Text 2023 ftcopernicus https://doi.org/10.5194/gmd-2022-312 2023-01-30T17:22:43Z The subglacial hydrological system affects the motion of ice sheets, the ocean circulation by freshwater discharge, as well as marginal lakes and rivers. For modelling this system a porous medium model has been developed, representing a confined-unconfined aquifer system (CUAS) with evolving transmissivity. To allow for realistic simulations, we developed CUAS-MPI, an MPI-parallel C/C++ implementation, which employs the PETSc infrastructure for handling grids and equation systems. We describe the CUAS model and our software design and validate the numerical result of a pumping test using5 analytical solutions. We then investigate the scaling behavior of CUAS-MPI and show, that CUAS-MPI scales up to 3840 MPI processes running a realistic Greenland setup. Our measurements show that CUAS-MPI reaches a throughput comparable to the throughput of ice sheet simulations, e.g. the Ice-sheet and Sea-level System Model (ISSM). Lastly, we discuss opportunities for ice-sheet modelling, future coupling possibilities of CUAS-MPI with other simulations, and consider throughput bottlenecks and limits of further scaling. Text Greenland Ice Sheet Copernicus Publications: E-Journals Greenland
institution Open Polar
collection Copernicus Publications: E-Journals
op_collection_id ftcopernicus
language English
description The subglacial hydrological system affects the motion of ice sheets, the ocean circulation by freshwater discharge, as well as marginal lakes and rivers. For modelling this system a porous medium model has been developed, representing a confined-unconfined aquifer system (CUAS) with evolving transmissivity. To allow for realistic simulations, we developed CUAS-MPI, an MPI-parallel C/C++ implementation, which employs the PETSc infrastructure for handling grids and equation systems. We describe the CUAS model and our software design and validate the numerical result of a pumping test using5 analytical solutions. We then investigate the scaling behavior of CUAS-MPI and show, that CUAS-MPI scales up to 3840 MPI processes running a realistic Greenland setup. Our measurements show that CUAS-MPI reaches a throughput comparable to the throughput of ice sheet simulations, e.g. the Ice-sheet and Sea-level System Model (ISSM). Lastly, we discuss opportunities for ice-sheet modelling, future coupling possibilities of CUAS-MPI with other simulations, and consider throughput bottlenecks and limits of further scaling.
format Text
author Fischler, Yannic
Kleiner, Thomas
Bischof, Christian
Schmiedel, Jeremie
Sayag, Roiy
Emunds, Raban
Oestreich, Lennart Frederik
Humbert, Angelika
spellingShingle Fischler, Yannic
Kleiner, Thomas
Bischof, Christian
Schmiedel, Jeremie
Sayag, Roiy
Emunds, Raban
Oestreich, Lennart Frederik
Humbert, Angelika
A parallel implementation of the confined-unconfined aquifer system model for subglacial hydrology: design, verification, and performance analysis (CUAS-MPI v0.1.0)
author_facet Fischler, Yannic
Kleiner, Thomas
Bischof, Christian
Schmiedel, Jeremie
Sayag, Roiy
Emunds, Raban
Oestreich, Lennart Frederik
Humbert, Angelika
author_sort Fischler, Yannic
title A parallel implementation of the confined-unconfined aquifer system model for subglacial hydrology: design, verification, and performance analysis (CUAS-MPI v0.1.0)
title_short A parallel implementation of the confined-unconfined aquifer system model for subglacial hydrology: design, verification, and performance analysis (CUAS-MPI v0.1.0)
title_full A parallel implementation of the confined-unconfined aquifer system model for subglacial hydrology: design, verification, and performance analysis (CUAS-MPI v0.1.0)
title_fullStr A parallel implementation of the confined-unconfined aquifer system model for subglacial hydrology: design, verification, and performance analysis (CUAS-MPI v0.1.0)
title_full_unstemmed A parallel implementation of the confined-unconfined aquifer system model for subglacial hydrology: design, verification, and performance analysis (CUAS-MPI v0.1.0)
title_sort parallel implementation of the confined-unconfined aquifer system model for subglacial hydrology: design, verification, and performance analysis (cuas-mpi v0.1.0)
publishDate 2023
url https://doi.org/10.5194/gmd-2022-312
https://gmd.copernicus.org/preprints/gmd-2022-312/
geographic Greenland
geographic_facet Greenland
genre Greenland
Ice Sheet
genre_facet Greenland
Ice Sheet
op_source eISSN: 1991-9603
op_relation doi:10.5194/gmd-2022-312
https://gmd.copernicus.org/preprints/gmd-2022-312/
op_doi https://doi.org/10.5194/gmd-2022-312
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