0s and 1s in marine molecular research: a regional HPC perspective
Author(s) -
Haris Zafeiropoulos,
Αnastasia Gioti,
Stelios Ninidakis,
Antonis Potirakis,
Savvas Paragkamian,
Nelina Angelova,
Aglaia Antoniou,
Theodoros Danis,
Elisavet Kaitetzidou,
Panagiotis Kasapidis,
Jon Bent Kristoffersen,
Vasileios Papadogiannis,
Christina Pavloudi,
Quoc Viet Ha,
Jacques Lagnel,
Nikos Pattakos,
Giorgos Perantinos,
Dimitris Sidirokastritis,
Panagiotis Vavilis,
Georgios Kotoulas,
Tereza Manousaki,
Elena Sarropoulou,
Costas S. Tsigenopoulos,
Christos Arvanitidis,
Antoniοs Magoulas,
Evangelos Pafilis
Publication year - 2021
Publication title -
gigascience
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 2.947
H-Index - 54
ISSN - 2047-217X
DOI - 10.1093/gigascience/giab053
Subject(s) - upgrade , computer science , diversity (politics) , supercomputer , data science , marine biology , software , engineering management , systems engineering , engineering , ecology , biology , sociology , programming language , operating system , anthropology
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.
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