Compute and storage clouds using wide area high performance networks

被引:78
作者
Grossman, Robert L. [1 ]
Gu, Yunhong [1 ]
Sabala, Michael [1 ]
Zhang, Wanzhi [1 ]
机构
[1] Univ Illinois, Natl Ctr Data Mining, Chicago, IL 60607 USA
来源
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE | 2009年 / 25卷 / 02期
基金
美国国家科学基金会;
关键词
Cloud computing; High performance computing; High performance networking; Distributed computing; Data mining; GRIDS;
D O I
10.1016/j.future.2008.07.009
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
We describe a cloud-based infrastructure that we have developed that is optimized for wide area, high performance networks and designed to support data mining applications. The infrastructure consists of a storage cloud called Sector and a compute cloud called Sphere. We describe two applications that we have built using the cloud and some experimental studies. (C) 2008 Elsevier B.V. All rights reserved.
引用
收藏
页码:179 / 183
页数:5
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