Cloud-Enabled Scalable Decision Tree Construction

摘要：

Cloud Computing, as a newly emerging technology, is an innovation providing dynamically scalable and virtualized resources as services. In this paper, we introduce our recent effort to build a service-oriented distributed computational system based on the Cloud concepts named Distributed Computational Service Cloud. This kind of Cloud hosts scalable Grid services, which are implemented with Web- Services-Resource-Framework-compliant (WSRF) 1 Web services, enabling high-performance and distributed computing. We evaluate the Cloud using scalable decision tree service, which provides computational intensive data mining algorithm. The architecture of the system as well as details of the distributed decision tree construction is the kernel content of this paper.

关键词： Cloud Computing Decision Tree distributed computation Web service

作者: Yuzhang Han Peter Brezany Ivan Janciak

作者单位: Department of Computer Science University of Vienna Vienna, Austria

会议类型: 国际会议

会议名称: Fifth International Conference on Semantics,Knowledge and Grid(第五届语义、知识与网格国际会议 SKG 2009)

会议地点: 珠海

会议语种:英文

页码: 128-135

在线出版日期: 2009-10-12（万方平台首次上网日期，不代表论文的发表时间）