caGrid: design and implementation of the core architecture of the cancer biomedical informatics grid

被引:104
作者
Saltz, Joel
Oster, Scott
Hastings, Shannon
Langella, Stephen
Kurc, Tahsin
Sanchez, William
Kher, Manav
Manisundaram, Arumani
Shanbhag, Krishnakant
Covitz, Peter
机构
[1] Ohio State Univ, Dept Biomed Informat, Columbus, OH 43210 USA
[2] Sci Applicat Int Corp, Annapolis, MD USA
[3] Booz Allen & Hamilton Inc, Rockville, MD USA
[4] NCI, Ctr Bioinformat, Rockville, MD USA
基金
英国工程与自然科学研究理事会;
关键词
D O I
10.1093/bioinformatics/btl272
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Motivation: The complexity of cancer is prompting researchers to find new ways to synthesize information from diverse data sources and to carry out coordinated research efforts that span multiple institutions. There is a need for standard applications, common data models, and software infrastructure to enable more efficient access to and sharing of distributed computational resources in cancer research. To address this need the National Cancer Institute (NCI) has initiated a national-scale effort, called the cancer Biomedical Informatics Grid (caBIG (TM)), to develop a federation of interoperable research information systems. Results: At the heart of the caBIG approach to federated interoperability effort is a Grid middleware infrastructure, called caGrid. In this paper we describe the caGrid framework and its current implementation, caGrid version 0.5. caGrid is a model-driven and service-oriented architecture that synthesizes and extends a number of technologies to provide a standardized framework for the advertising, discovery, and invocation of data and analytical resources. We expect caGrid to greatly facilitate the launch and ongoing management of coordinated cancer research studies involving multiple institutions, to provide the ability to manage and securely share information and analytic resources, and to spur a new generation of research applications that empower researchers to take a more integrative, trans-domain approach to data mining and analysis.
引用
收藏
页码:1910 / 1916
页数:7
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