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0s and 1s in marine molecular research: a regional HPC perspective
High-performance computing (HPC) systems have become indispensable for modern marine research, providing support to an increasing number and diversity of users. Pairing with the impetus offered by high-throughput methods to key areas such as non-model organism studies, their operation continuously e...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8371273/ https://www.ncbi.nlm.nih.gov/pubmed/34405237 http://dx.doi.org/10.1093/gigascience/giab053 |
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author | Zafeiropoulos, Haris Gioti, Anastasia Ninidakis, Stelios Potirakis, Antonis Paragkamian, Savvas Angelova, Nelina Antoniou, Aglaia Danis, Theodoros Kaitetzidou, Eliza Kasapidis, Panagiotis Kristoffersen, Jon Bent Papadogiannis, Vasileios Pavloudi, Christina Ha, Quoc Viet Lagnel, Jacques Pattakos, Nikos Perantinos, Giorgos Sidirokastritis, Dimitris Vavilis, Panagiotis Kotoulas, Georgios Manousaki, Tereza Sarropoulou, Elena Tsigenopoulos, Costas S Arvanitidis, Christos Magoulas, Antonios Pafilis, Evangelos |
author_facet | Zafeiropoulos, Haris Gioti, Anastasia Ninidakis, Stelios Potirakis, Antonis Paragkamian, Savvas Angelova, Nelina Antoniou, Aglaia Danis, Theodoros Kaitetzidou, Eliza Kasapidis, Panagiotis Kristoffersen, Jon Bent Papadogiannis, Vasileios Pavloudi, Christina Ha, Quoc Viet Lagnel, Jacques Pattakos, Nikos Perantinos, Giorgos Sidirokastritis, Dimitris Vavilis, Panagiotis Kotoulas, Georgios Manousaki, Tereza Sarropoulou, Elena Tsigenopoulos, Costas S Arvanitidis, Christos Magoulas, Antonios Pafilis, Evangelos |
author_sort | Zafeiropoulos, Haris |
collection | PubMed |
description | High-performance computing (HPC) systems have become indispensable for modern marine research, providing support to an increasing number and diversity of users. Pairing with the impetus offered by high-throughput methods to key areas such as non-model organism studies, their operation continuously evolves to meet the corresponding computational challenges. Here, we present a Tier 2 (regional) HPC facility, operating for over a decade at the Institute of Marine Biology, Biotechnology, and Aquaculture of the Hellenic Centre for Marine Research in Greece. Strategic choices made in design and upgrades aimed to strike a balance between depth (the need for a few high-memory nodes) and breadth (a number of slimmer nodes), as dictated by the idiosyncrasy of the supported research. Qualitative computational requirement analysis of the latter revealed the diversity of marine fields, methods, and approaches adopted to translate data into knowledge. In addition, hardware and software architectures, usage statistics, policy, and user management aspects of the facility are presented. Drawing upon the last decade’s experience from the different levels of operation of the Institute of Marine Biology, Biotechnology, and Aquaculture HPC facility, a number of lessons are presented; these have contributed to the facility’s future directions in light of emerging distribution technologies (e.g., containers) and Research Infrastructure evolution. In combination with detailed knowledge of the facility usage and its upcoming upgrade, future collaborations in marine research and beyond are envisioned. |
format | Online Article Text |
id | pubmed-8371273 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-83712732021-08-18 0s and 1s in marine molecular research: a regional HPC perspective Zafeiropoulos, Haris Gioti, Anastasia Ninidakis, Stelios Potirakis, Antonis Paragkamian, Savvas Angelova, Nelina Antoniou, Aglaia Danis, Theodoros Kaitetzidou, Eliza Kasapidis, Panagiotis Kristoffersen, Jon Bent Papadogiannis, Vasileios Pavloudi, Christina Ha, Quoc Viet Lagnel, Jacques Pattakos, Nikos Perantinos, Giorgos Sidirokastritis, Dimitris Vavilis, Panagiotis Kotoulas, Georgios Manousaki, Tereza Sarropoulou, Elena Tsigenopoulos, Costas S Arvanitidis, Christos Magoulas, Antonios Pafilis, Evangelos Gigascience Review High-performance computing (HPC) systems have become indispensable for modern marine research, providing support to an increasing number and diversity of users. Pairing with the impetus offered by high-throughput methods to key areas such as non-model organism studies, their operation continuously evolves to meet the corresponding computational challenges. Here, we present a Tier 2 (regional) HPC facility, operating for over a decade at the Institute of Marine Biology, Biotechnology, and Aquaculture of the Hellenic Centre for Marine Research in Greece. Strategic choices made in design and upgrades aimed to strike a balance between depth (the need for a few high-memory nodes) and breadth (a number of slimmer nodes), as dictated by the idiosyncrasy of the supported research. Qualitative computational requirement analysis of the latter revealed the diversity of marine fields, methods, and approaches adopted to translate data into knowledge. In addition, hardware and software architectures, usage statistics, policy, and user management aspects of the facility are presented. Drawing upon the last decade’s experience from the different levels of operation of the Institute of Marine Biology, Biotechnology, and Aquaculture HPC facility, a number of lessons are presented; these have contributed to the facility’s future directions in light of emerging distribution technologies (e.g., containers) and Research Infrastructure evolution. In combination with detailed knowledge of the facility usage and its upcoming upgrade, future collaborations in marine research and beyond are envisioned. Oxford University Press 2021-08-18 /pmc/articles/PMC8371273/ /pubmed/34405237 http://dx.doi.org/10.1093/gigascience/giab053 Text en © The Author(s) 2021. Published by Oxford University Press GigaScience. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) ), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Review Zafeiropoulos, Haris Gioti, Anastasia Ninidakis, Stelios Potirakis, Antonis Paragkamian, Savvas Angelova, Nelina Antoniou, Aglaia Danis, Theodoros Kaitetzidou, Eliza Kasapidis, Panagiotis Kristoffersen, Jon Bent Papadogiannis, Vasileios Pavloudi, Christina Ha, Quoc Viet Lagnel, Jacques Pattakos, Nikos Perantinos, Giorgos Sidirokastritis, Dimitris Vavilis, Panagiotis Kotoulas, Georgios Manousaki, Tereza Sarropoulou, Elena Tsigenopoulos, Costas S Arvanitidis, Christos Magoulas, Antonios Pafilis, Evangelos 0s and 1s in marine molecular research: a regional HPC perspective |
title | 0s and 1s in marine molecular research: a regional HPC perspective |
title_full | 0s and 1s in marine molecular research: a regional HPC perspective |
title_fullStr | 0s and 1s in marine molecular research: a regional HPC perspective |
title_full_unstemmed | 0s and 1s in marine molecular research: a regional HPC perspective |
title_short | 0s and 1s in marine molecular research: a regional HPC perspective |
title_sort | 0s and 1s in marine molecular research: a regional hpc perspective |
topic | Review |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8371273/ https://www.ncbi.nlm.nih.gov/pubmed/34405237 http://dx.doi.org/10.1093/gigascience/giab053 |
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