A taxonomy of data grids for distributed data sharing, management, and processing

被引:120
作者
Venugopal, Srikumar [1 ]
Buyya, Rajkumar [1 ]
Ramamohanarao, Kotagiri [1 ]
机构
[1] Univ Melbourne, Dept Comp Sci & Software Engn, Grid Comp & Distributed Syst Lab, Parkville, Vic 3010, Australia
关键词
design; management; grid computing; data-intensive applications; virtual organizations; replica management;
D O I
10.1145/1132952.1132955
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Data Grids have been adopted as the next generation platform by many scientific communities that need to share, access, transport, process, and manage large data collections distributed worldwide. They combine high-end computing technologies with high-performance networking and wide-area storage management techniques. In this article, we discuss the key concepts behind Data Grids and compare them with other data sharing and distribution paradigms such as content delivery networks, peer-to-peer networks, and distributed databases. We then provide comprehensive taxonomies that cover various aspects of architecture, data transportation, data replication and resource allocation, and scheduling. Finally, we map the proposed taxonomy to various Data Grid systems not only to validate the taxonomy but also to identify areas for future exploration.
引用
收藏
页码:B1 / B53
页数:53
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