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Meandre Data-Intensive Application Infrastructure: Extreme Scalability for Cloud and/or Grid Computing

机译:Meandre数据密集型应用程序基础结构:云和/或网格计算的极佳可扩展性

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摘要

The volumes and velocity of data are growing at unprecedented rates, often physically distributed, have access constraints, and requirements to leverage the diverse computational fabrics like clouds and grids. The Meandre data-intensive component-based application infrastructure can leverage diversity and enables extremely scalable server clusters and applications to address these challenges. Data-intensive flows can: be web-services and/or computational tasks; co-locate processing with data; orchestrate cloud computing resources; and leverage grid resources with distributed execution. Meandre from a laptop to a cloud, grid, or server as analytical computational tasks and/or web-services in data-intensive flows made up of components that provide deployment and execution strategies for extreme scalability.
机译:数据的数量和速度正以空前的速度增长,通常以物理方式分布,具有访问限制,并要求利用云和网格等各种计算结构。基于组件的Meandre数据密集型应用程序基础架构可以利用多样性,并实现高度可扩展的服务器群集和应用程序来应对这些挑战。数据密集型流可以是:Web服务和/或计算任务;将处理与数据并置;协调云计算资源;并利用网格资源进行分布式执行。从笔记本电脑到云,网格或服务器,意味着在由组件组成的数据密集型流中作为分析计算任务和/或Web服务,这些组件可提供部署和执行策略以实现极高的可扩展性。

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  • 来源
  • 会议地点 Tokyo(JP);Tokyo(JP);Tokyo(JP);Tokyo(JP);Tokyo(JP);Tokyo(JP);Tokyo(JP);Tokyo(JP);Tokyo(JP);Tokyo(JP)
  • 作者单位

    National Center for Supercomputing Applications University of Illinois at Urbana-Champaign 1205 W. Clark Street, Urbana, IL 61801;

    National Center for Supercomputing Applications University of Illinois at Urbana-Champaign 1205 W. Clark Street, Urbana, IL 61801;

    National Center for Supercomputing Applications University of Illinois at Urbana-Champaign 1205 W. Clark Street, Urbana, IL 61801;

    National Center for Supercomputing Applications University of Illinois at Urbana-Champaign 1205 W. Clark Street, Urbana, IL 61801;

    National Center for Supercomputing Applications University of Illinois at Urbana-Champaign 1205 W. Clark Street, Urbana, IL 61801;

    National Center for Supercomputing Applications University of Illinois at Urbana-Champaign 1205 W. Clark Street, Urbana, IL 61801;

    National Center for Supercomputing Applications University of Illinois at Urbana-Champaign 1205 W. Clark Street, Urbana, IL 61801;

    National Center for Supercomputing Applications University of Illinois at Urbana-Champaign 1205 W. Clark Street, Urbana, IL 61801;

    National Center for Supercomputing Applications University of Illinois at Urbana-Champaign 1205 W. Clark Street, Urbana, IL 61801;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 人工智能理论;人工智能理论;
  • 关键词

    data-intensive; components; dataflow; cloud; grid; meandre;

    机译:数据密集型组件;数据流;云;网格意思是;

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