Ceph High-Performance Storage Cluster
Ceph High-Performance Storage Cluster
批准号:
MR/X012859/1
负责人:
Jake Grimmett
金额:
$66.37万
依托单位国家:
英国
项目类别:
Research Grant
财政年份:
2022
资助国家:
英国
项目状态:
已结题
起止时间:
2022 至 --
中文摘要
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英文摘要
Cutting edge science using cryogenic electron microscopy (cryo-EM), cryo electron tomography (cryo-ET), serial-section scanning electron microscopy as used in high-resolution brain imaging (connectomics), DNA sequencing of genomes and single cells and light sheet microscopy produces ever increasing amounts of data. These data are enabling many new discoveries, but their volume creates signficant technical problems since the data need to be stored, processed and analysed to become useful. At the LMB, we generate multiple petabytes of high-value scientific datasets each year and these datasets often need to be stored, processed and analysed for several months before they can be published and then archived. The very size of these datasets creates unique technical problems in storing and processing them. First, the storage system needs to have enough capacity to be able to hold many datasets at once, since the storage system serves the entire LMB. Second, processing and analysis most of the time use the LMB's parallel compute cluster that requires the storage system to be fast and acessible from hundreds to thousands of compute nodes at the same time, for their parallel access. For these purposes we propose to invest in a large Ceph cluster storage system that fulfils all of these criteria, while being maximally cost effective, and without vendor lock-in. Ceph is comminity driven and used and supported by other scientific organisations with large data requirements such as CERN in Geneva, Switzerland.
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LMB 2023/07 Machine Learning GPU Cluster
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批准号:MR/Y001966/1
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项目类别:Research Grant
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资助金额:$91.66万
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财政年份:2023
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负责人:Jake Grimmett
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依托单位:
海外基金