The DEEDS platform: Support for integrated data and computing across the research lifecycle
The DEEDS platform: Support for integrated data and computing across the research lifecycle
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DEEDS 平台：支持整个研究生命周期的集成数据和计算
DOI：
10.1016/j.future.2019.10.031
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发表时间：
2020
期刊：
影响因子：
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通讯作者：
Desigavinayagam, Parameswaran
中科院分区：
文献类型：
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作者：
HewaNadungodage, Chandima;Catlin, Ann Christine;Bejarano, Andres;Clark, Steven;Wickramaarachchi, Guneshi;Fernando, Sumudinie;Desigavinayagam, Parameswaran
美国国家科学基金会高级网络基础设施办公室已经认识到对完全集成数据和计算工作流程的平台的新兴和不断发展的需求，并呼吁研究提供提供全方位数据服务的系统，并提供与计算软件的一致耦合。数字环境促进数据驱动科学（DEEDS）项目创建了一个跨领域、自助式的数据和计算平台，支持整个端到端研究调查过程。DEEDS提供的交互界面包括：1)收集、管理和探索数据；2)定义和启动工具；3)跟踪计算工作流程；4)访问用于特别分析的工具包；5)与更广泛的研究社区发布和分享调查结果。所有界面都可以从一个仪表板中获得，因此数据和工具之间的工作流程是流畅和直观的。本文强调了DEEDS平台在整个研究调查生命周期中提供集成数据和计算服务的能力，并提供了一些有助于平台开发的用例示例。
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.