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Cyber-infrastructure to Support Science and Data Management for the Dark Energy Survey

机译:支持黑暗科学和数据管理的网络基础设施   能源调查

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摘要

The Dark Energy Survey (DES; operations 2009-2015) will address the nature ofdark energy using four independent and complementary techniques: (1) a galaxycluster survey over 4000 deg2 in collaboration with the South Pole TelescopeSunyaev-Zel'dovich effect mapping experiment, (2) a cosmic shear measurementover 5000 deg2, (3) a galaxy angular clustering measurement within redshiftshells to redshift=1.35, and (4) distance measurements to 1900 supernovae Ia.The DES will produce 200 TB of raw data in four bands, These data will beprocessed into science ready images and catalogs and co-added into deeper,higher quality images and catalogs. In total, the DES dataset will exceed 1 PB,including a 100 TB catalog database that will serve as a key science analysistool for the astronomy/cosmology community. The data rate, volume, and durationof the survey require a new type of data management (DM) system that (1) offersa high degree of automation and robustness and (2) leverages the existing highperformance computing infrastructure to meet the project's DM targets. The DESDM system consists of (1) a grid-enabled, flexible and scalable middlewaredeveloped at NCSA for the broader scientific community, (2) astronomy modulesthat build upon community software, and (3) a DES archive to support automatedprocessing and to serve DES catalogs and images to the collaboration and thepublic. In the recent DES Data Challenge 1 we deployed and tested the firstversion of the DES DM system, successfully reducing 700 GB of raw simulatedimages into 5 TB of reduced data products and cataloguing 50 million objectswith calibrated astrometry and photometry.
机译:暗能量调查(DES;操作2009-2015)将使用四种独立且互补的技术解决暗能量的性质:(1)与南极望远镜合作进行4000 deg2以上的星系团调查Sunyaev-Zel'dovich效应制图实验,( 2)超过5000度的宇宙切变测量,(3)红移壳内的星系角聚类测量至红移= 1.35,以及(4)距1900超新星Ia的距离测量.DES将在四个波段产生200 TB的原始数据,这些数据将被处理成科学就绪的图像和目录,并共同添加到更深,更高质量的图像和目录中。总体而言,DES数据集将超过1 PB,其中包括一个100 TB的目录数据库,它将用作天文学/宇宙学界的关键科学分析工具。调查的数据速率,数据量和持续时间需要一种新型的数据管理(DM)系统,该系统(1)提供高度的自动化和鲁棒性,并且(2)利用现有的高性能计算基础架构来满足项目的DM目标。 DESDM系统包括(1)由NCSA为更广泛的科学界开发的具有网格功能的,灵活的和可扩展的中间件,(2)建立在社区软件上的天文学模块,以及(3)支持自动化处理和服务于DES目录的DES归档以及向合作伙伴和公众发布的图片。在最近的DES数据挑战1中,我们部署并测试了DES DM系统的第一个版本,成功地将700 GB的原始模拟图像缩减为5 TB的缩减数据产品,并使用校准的天体测量和光度学对5000万个对象进行了分类。

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