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Big data: Emerging technological paradigm and challenges

机译:大数据:新兴技术范式和挑战

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摘要

Web based computing technology and services has proliferated exponentially and seen mammoth growth in the way people interact with systems across the globe since last decade. Nowadays user community has turned into contributor community and interactive social web platforms have made them empowered for global content creation and consumption. This content exploding is continued and ever increasing and it triggers few very sharp concerns that web centric information retrieval systems engines are facing new challenge known as Big Data. In this paper concept of Big Data is presented with its fundamentals, the main issues and challenges along with the complete description of the technologies/methods being employed for tackling the storage and processing problems associated with Big Data. The paper also remarks cloud based data center and cloud service models as solution. The paper presents solution of big data processing proposed model in the line of Hadoop like system implementation.
机译:基于Web的计算技术和服务在过去十年以来,人们与全球各地的系统互动的方式增长,看到了庞大的增长。如今,用户社区已成为贡献者社区和互动社交网络平台使他们能够为全球内容创造和消费提供给他们。这种内容爆炸是持续的,并且不断增加,它触发了一些非常敏锐的担忧,即网上以网上信息检索系统引擎面临着名称为大数据的新挑战。在本文的涵盖中,大数据的概念呈现出其基本面,主要问题和挑战以及用于解决存储和处理与大数据相关的存储问题的技术/方法的完整描述。本文还将基于云的数据中心和云服务模型作为解决方案备注。本文介绍了大数据处理在Hadoop等系统实现中提出的模型的解决方案。

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