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Design and implementation of a scalable high-performance computing (HPC) cluster for omics data analysis: achievements, challenges and recommendations in LMICs

Domaine:

healthcaredigital infrastructure

Type de record:

papersoftware
Créateur:
Ghedira, KaisKhaHkiKam
Éditeur:
TunInsUniUni
Éditeur:
CCSDOxf
Hôte:avatar
International audience BackgroundThe advent of high-throughput technologies, including cutting-edge sequencing devices, has revolutionized biomedical data generation and processing. Nevertheless, big data applications require novel hardware and software for parallel computing and management to handle the ever-growing data size and analysis complexity. On-premise, high-performance computing (HPC) is increasingly used in biomedical research for big data stewardship.FindingsIn this work, we present Tunisia’s first high-performance computational infrastructure for omics research.MethodWe highlight measurements and recommendations that may help institutions in other low- and middle-income countries that are eager to implement local HPC in facilities for bioinformatics research and omics data analyses.

Visit

riip.hal.science

Tags

Tunisiainfrastructurecomputational powercomputing clusterHPCbioinformatics[SDV]Life Sciences [q-bio]

Licenses

https://creativecommons.org/licenses/by/4.0/info:eu-repo/semantics/OpenAccess

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