The DEEDS platform: Support for integrated data and computing across the research lifecycle

被引:4
作者
HewaNadungodage, Chandima [1 ]
Catlin, Ann Christine [1 ]
Bejarano, Andres [1 ]
Clark, Steven [1 ]
Wickramaarachchi, Guneshi [1 ]
Fernando, Sumudinie [1 ]
Desigavinayagam, Parameswaran [1 ]
机构
[1] Purdue Univ, ITaP Res Comp, Rosen Ctr Adv Comp, 155 South Grant St, W Lafayette, IN 47907 USA
来源
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE | 2020年 / 111卷
基金
美国国家科学基金会;
关键词
Data collection; Data sharing; Interactive exploration; Computing services; Computational workflow; Lifecycle support; VIRTUAL RESEARCH ENVIRONMENTS; SCIENCE; WORKFLOWS; HUBZERO;
D O I
10.1016/j.future.2019.10.031
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
The NSF Office of Advanced Cyberinfrastructure has recognized the emerging and evolving need for platforms that fully integrate data and computing workflows, and is calling for research to deliver systems that provide a full spectrum of data services and also offer a coherent coupling with computing software. The Digital Environment to Enable Data-driven Science (DEEDS) project has created a cross-domain, self-serve platform for data and computing that supports the entire end-to-end research investigation process. DEEDS offers interactive interfaces to 1) collect, manage, and explore data, 2) define and launch tools, 3) track computational workflows, 4) access toolkits for ad-hoc analytics, and 5) publish and share the investigations with broader research community. All interfaces are available from a single dashboard so that the workflow between data and tools is smooth and intuitive. This paper highlights the DEEDS platform capabilities for providing integrated data and computing services throughout the entire research investigation lifecycle and presents some examples from use cases that contributed to the platform development. (C) 2019 Elsevier B.V. All rights reserved.
引用
收藏
页码:793 / 805
页数:13
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