Distributed Data Mining Tasks and Patterns as Services

被引：0
|
作者：
Talia, Domenico [1 ]
机构：
[1] Univ Calabria, DEIS & ICAR CNR, I-87036 Arcavacata Di Rende, Italy
来源：
EURO-PAR 2008 WORKSHOPS - PARALLEL PROCESSING | 2009年 / 5415卷
关键词：
Grid services; distributed programming abstractions; distributed data mining; knowledge discovery;
D O I：
暂无
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
This paper discusses large-grain programming issues in data intensive applications designed for Grids and distributed infrastructures. We Outline how Grid-based and service-oriented programming mechanisms can be developed its a collection of Grid/Web/Cloud services and investigate how they can be used to develop distributed data analysis tasks and knowledge discovery applications exploiting the SOA model. Then we discuss a strategy based on the use of services for the design of open distributed knowledge discovery tasks and applications on Grids and distributed systems. Sonic examples of frameworks developed according to this approach are outlined.
引用
收藏
页码：415 / 422
页数：8
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