云计算:需要启用数据挖掘和商业智能应用

Adeel Munawar
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引用次数: 0

摘要

云计算作为一种新的计算范式,正受到商业界和信息技术领域研究者的广泛关注,它可以整合多种异构资源,以满足不同类型用户的需求。数据量的快速增长和对在线资源的固定访问,这关系到各个部门都需要挖掘数据来发现知识。它的主要特点包括一个多功能的资产设计,沿着这条线,一个适合的系统倾向于在一个理想的模式中被理解。从云计算可以集成的具体情况来看,它在商业信息和智能方面的使用也传达了从数据挖掘到更新的最高愿望。本研究概述了云计算的最新情况,并详细阐述了其在商业智能和数据挖掘中的含义。本研究定义了多个层次,期望在不同的审议水平上创建这样一个框架,从基本设备阶段到可实现应用的产品资产。在本研究的最后,一些与数据挖掘方法相关的案例被重新定位到云计算范式。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Cloud Computing: Needs Enabling Data Mining and Business Intelligent Applications
As a new computational paradigm, cloud computing is attracting a lot of interest from researchers in the field of the business community and information technology sector and it can integrate with several heterogeneous resources makes it distinguished and unique to fulfill the demands of different types of users. The rapid increase in data volume and fixed access to online resources, which is related to all departments need to mine data for the discovery of knowledge.  Its principal peculiarities incorporate a versatile asset design and along this line a suitable system for tending to be comprehended in an ideal mode. From the specific situations where cloud computing can be integrated, its use in business information and intelligence also conveys the highest aspirations from data mining to updates. This study gives an outline of the recent condition of the arrangement of Cloud Computing and elaborates, its implications in Business Intelligence and Data Mining. This study defines multiple layers that are expected to create such a framework in distinctive levels of deliberation, from the fundamental equipment stages to the product assets accessible to actualize the applications. At the end of this study, a few cases related to Data mining methodologies have been relocated to the Cloud Computing paradigm.
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