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The Challenges of Massive Information System

机译:大规模信息系统的挑战

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Massive Informtion systems, which are large-scale applications built upon the Internet are growing more and more enormous and complex, to such an extent that we no longer understand them and cannot confidently continue to extend them. This paper intends to present the major problems that massive information systems bring about to the designing, implementing and maintaining of such huge software systems as well as science. Three typical classes of such application systems are discussed, including data intensive applications, communication intensive applications and mobile applications. Some common technical issues critical to each class of applications are investigated. And the challenges to the science foundation of massive information system are also discussed including the challenge to the classical computational models, to the modern physics, and to the methodological philosophy of scientific research.
机译:大规模信息系统,这些系统是基于互联网的大规模应用程序正在增长越来越庞大和复杂,在某种程度上我们不再了解它们,不能自信地继续扩展它们。本文旨在展示大规模信息系统带来设计,实施和维护如此庞大的软件系统以及科学的主要问题。讨论了三种典型的这种应用系统,包括数据密集型应用,通信密集型应用和移动应用程序。调查了对每类申请至关重要的一些常见技术问题。还讨论了对大规模信息系统科学基金的挑战,包括对古典计算模型的挑战,对现代物理学,以及科学研究的方法论哲学。

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