Supplement: Enhancing Community Contributions to Bioconductor With Build System Containerization and a GPU for Testing
Supplement: Enhancing Community Contributions to Bioconductor With Build System Containerization and a GPU for Testing
批准号:
10838736
负责人:
VINCENT JAMES CAREY
金额:
$22.75万
依托单位:
依托单位国家:
美国
项目类别:
财政年份:
2023
资助国家:
美国
项目状态:
未结题
起止时间:
2023-09-06 至 2026-02-28
关键词:
AcademiaAccelerationAchievementAddressAdverse eventApplications GrantsArchivesBehaviorBenchmarkingBioconductorBiologyCellsClustered Regularly Interspaced Short Palindromic RepeatsCodeCommunitiesComprehensionComputer softwareConsumptionDataData AnalysesData ScienceData ScientistDependenceDevelopmentDisciplineEcosystemElementsEngineeringEnsureEnvironmentEventFailureFlow CytometryFundingGenesGenomeGenomic medicineGenomicsGrowthHourImageIndustrializationIndustryInfrastructureLanguageLinuxMethodsModelingNational Human Genome Research InstituteNeural Network SimulationProcessProteinsQuality ControlRecoveryReportingResourcesScheduleSiteSoftware ToolsStructureSystemTelemetryTensorFlowTestingUpdateVariantWorkcomputing resourcescostdesignexperimental studygenome resourcegenome-widegenomic dataimprovedinnovationinterestinteroperabilitylongitudinal databasemodel organismopen sourceoperationparent grantportabilityresponsesequencing platformstatistical learningtooltranscriptomics
中文摘要
点击翻译按钮获取中文摘要
英文摘要
PROJECT SUMMARY/ABSTRACT
"Bioconductor: An Open-Source, Open-Development Computing Resource for Genomics" is the
parent grant of this application for supplemental funds. Bioconductor is an open source, open
development ecosystem of software and data for the analysis and comprehension of genome-
scale experiments. The system is primarily rooted in the R language but has extensive
interoperability capabilities and incorporates tools developed in numerous other
languages. Bioconductor resources are requested at scientific and industrial sites throughout
the world, with an outflow from Bioonductor's cloud distribution systems of approximately 1TB of
software and data per day. The system provides infrastructure for genome representation and
representation of variants, genomic sequences and gene models for numerous model
organisms, analytical software for many array and sequencing platforms, and annotation and
experiment archives, all checked for consistency and portability on a daily basis. This request
for supplemental funds addresses engineering requirements of the build and distribution
system, which has had its present structure for over ten years, and adds support for graphical
processing units in the build and test system. Our plan includes work on containerization and
upscaling of the build and check system, and enhancement of the methods of recording
resource use and adverse events in ecosystem build processes. In essence, the proposed
work will allow the Bioconductor project to more fully embrace an "Infrastructure as Code"
discipline to simplify redeployment and rescaling in response to throughput requirements, and to
improve automatic discovery and reporting of system problems. Because the requirements of
the genomic data science community are continually diversifying in terms of complexity and
volume of data being generated, and the number of hardware platforms in use is likewise
growing, the work proposed cannot be accomplished under the initial funding plan.
期刊论文(2)
专著(0)
科研奖励(0)
会议论文
DOI:
10.1038/s41587-021-00830-w
发表时间:
2022-04
期刊:
Nature biotechnology
影响因子:
46.9
作者:
[Cable DM, Murray E, Zou LS, Goeva A, Macosko EZ, Chen F, Irizarry RA]
通讯作者:
Irizarry RA
Durable Common Fund Data Interfaces and Tutorials with Bioconductor
-
批准号:10356362
-
项目类别:
-
资助金额:$37.71万
-
财政年份:2021
-
负责人:VINCENT JAMES CAREY
-
依托单位:
Implementing the Genomic Data Science Analysis, Visualization, and Informatics Lab-space (AnVIL)
-
批准号:9789931
-
项目类别:
-
资助金额:$240.24万
-
财政年份:2018
-
负责人:VINCENT JAMES CAREY
-
依托单位:
Implementing the Genomic Data Science Analysis, Visualization, and Informatics Lab-space (AnVIL)
-
批准号:9974560
-
项目类别:
-
资助金额:$200.0万
-
财政年份:2018
-
负责人:VINCENT JAMES CAREY
-
依托单位:
Implementing the Genomic Data Science Analysis, Visualization, and Informatics Lab-space (AnVIL)
-
批准号:10450774
-
项目类别:
-
资助金额:$200.0万
-
财政年份:2018
-
负责人:VINCENT JAMES CAREY
-
依托单位:
Accelerating Cancer Genomics with Cloud-scale Bioconductor
-
批准号:9478159
-
项目类别:
-
资助金额:$43.87万
-
财政年份:2017
-
负责人:VINCENT JAMES CAREY
-
依托单位:
DIET AND INSULIN SENSITIVITY: STATISTICAL METHODS
-
批准号:8637301
-
项目类别:
-
资助金额:$26.49万
-
财政年份:2014
-
负责人:VINCENT JAMES CAREY
-
依托单位:
DIET AND INSULIN SENSITIVITY: STATISTICAL METHODS
-
批准号:8788350
-
项目类别:
-
资助金额:$22.14万
-
财政年份:2014
-
负责人:VINCENT JAMES CAREY
-
依托单位:
Bioconductor: An Open-Source, Open-Development Computing Resource for Genomics
-
批准号:10371030
-
项目类别:
-
资助金额:$132.4万
-
财政年份:2006
-
负责人:VINCENT JAMES CAREY
-
依托单位:
Bioconductor: An Open-Source, Open-Development Computing Resource for Genomics
-
批准号:10088557
-
项目类别:
-
资助金额:$133.59万
-
财政年份:2006
-
负责人:VINCENT JAMES CAREY
-
依托单位:
Bioconductor: An Open-Source, Open-Development Computing Resource for Genomics
-
批准号:10615635
-
项目类别:
-
资助金额:$131.97万
-
财政年份:2006
-
负责人:VINCENT JAMES CAREY
-
依托单位:
海外基金