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Replication Techniques in Data Grid Environments

机译:数据网格环境中的复制技术

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摘要

A millions of data has been produce by cross-organizational research and collaborations must be managed, shared and analyzed. Data grid is a useful technique to solve these tasks that applicable to process the large number of data produced by scientific experiments. It also enables an organization to operate and manage distributed resources over the internet as a secure, robust, and flexible infrastructure. Some problems must be considered in managing data grid such as reliability and availability of the data to the user access, network latency, failures or malicious attacks during execution and etc. The replication strategy is the solution to solve these problems that can minimize the time access to the data by creating many replicas and storing replicas in appropriate locations. In this paper, we present some reviews on the existing dynamic replication replacement strategies due to the limited storage used on data grid and also to improve the management of data grid. It is shown that replication techniques able to improve availability and reliability of data, network latency, bandwidth consumption, fault tolerance and etc in data grid environments.
机译:跨组织研究已经产生了数百万个数据,必须对协作进行管理,共享和分析。数据网格是解决这些任务的有用技术,这些任务适用于处理科学实验产生的大量数据。它还使组织能够作为安全,健壮和灵活的基础结构,通过Internet来操作和管理分布式资源。在管理数据网格时必须考虑一些问题,例如数据对用户访问的可靠性和可用性,网络延迟,执行期间的故障或恶意攻击等。复制策略是解决这些问题的解决方案,可以最大程度地减少访问时间通过创建许多副本并将副本存储在适当的位置来访问数据。在本文中,由于数据网格上使用的存储空间有限,我们将对现有的动态复制替换策略进行一些评论,同时还将改进数据网格的管理。结果表明,复制技术能够提高数据网格环境中数据的可用性和可靠性,网络延迟,带宽消耗,容错能力等。

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