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Special Issue of the Journal of Parallel and Distributed Computing: Data-Intensive Computing

机译:并行与分布式计算杂志特刊:数据密集型计算

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摘要

Data-intensive computing is posing many challenges in exploiting parallelism of current and upcoming computer architectures. Data volumes of applications in the fields of sciences and engineering, finance, media, online information resources, etc. are expected to double every two years over the next decade and further. With this continuing data explosion, it is necessary to store and process data efficiently by utilizing the enormous computing power that is available in the form of multi-core/many-core platforms. There is no doubt in the industry and research community that the importance of data-intensive computing has been rising and will continue to be among the foremost fields of research.
机译:数据密集型计算在利用当前和即将来临的计算机体系结构的并行性方面面临许多挑战。在科学与工程,金融,媒体,在线信息资源等领域,应用程序的数据量预计将在未来十年甚至每两年内翻一番。随着这种持续的数据爆炸,有必要通过利用以多核/多核平台形式提供的巨大计算能力来有效地存储和处理数据。毫无疑问,在行业和研究界中,数据密集型计算的重要性一直在上升,并将继续成为最重要的研究领域之一。

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  • 作者

    Surendra Byna; Xian-He Sun;

  • 作者单位

    Surendra Byna NEC Labs America, 4 Independence Way, Princeton, NJ 08540, United States;

    Department of Computer Science, Illinois Institute of Technology, Chicago, IL 60616, United States;

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