Data Management Challenges in Cloud Environments

Mohamad Masood Javidi, N. Mansouri, Asghar Asadi Karam
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Abstract

Recently the cloud computing paradigm has been receiving special excitement and attention in the new researches. Cloud computing has the potential to change a large part of the IT activity, making software even more interesting as a service and shaping the way IT hardware is proposed and purchased. Developers with novel ideas for new Internet services no longer require the large capital outlays in hardware to present their service or the human expense to do it. These cloud applications apply large data centers and powerful servers that host Web applications and Web services. This report presents an overview of what cloud computing means, its history along with the advantages and disadvantages. In this paper we describe the problems and opportunities of deploying data management issues on these emerging cloud computing platforms. We study that large scale data analysis jobs, decision support systems, and application specific data marts are more likely to take benefit of cloud computing platforms than operational, transactional database systems.
云环境中的数据管理挑战
近年来,云计算范式在新的研究中受到了特别的关注和关注。云计算有可能改变IT活动的很大一部分,使软件作为一种服务变得更加有趣,并塑造IT硬件的建议和购买方式。对新互联网服务有新想法的开发者不再需要在硬件上投入大量资金来展示他们的服务,也不再需要人力成本来完成它。这些云应用程序应用大型数据中心和承载Web应用程序和Web服务的功能强大的服务器。本报告概述了云计算的含义、它的历史以及优点和缺点。在本文中,我们描述了在这些新兴的云计算平台上部署数据管理问题的问题和机会。我们研究了大规模数据分析工作、决策支持系统和特定于应用程序的数据集市,它们比可操作的事务性数据库系统更有可能受益于云计算平台。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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