Creation of Data Mining Algorithms as Functional Expression for Parallel and Distributed Execution

被引：5
|
作者：
Kholod, Ivan [1 ]
Petukhov, Ilya [1 ]
机构：
[1] St Petersburg Electrotech Univ LETI, St Petersburg, Russia
来源：
PARALLEL COMPUTING TECHNOLOGIES (PACT 2015) | 2015年 / 9251卷
关键词：
Parallel algorithms; Data mining; Parallel data mining; Distributed data mining; Data mining algorithms;
D O I：
10.1007/978-3-319-21909-7_6
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
The article describes extension of lambda-calculation for creation of parallel data mining algorithms. The proposed approach uses presentation of the algorithm as a consequence of pure functions with unified interfaces. For parallel execution we use special function that allows to change a structure of the algorithm and to implement various strategies for processing of data set and model.
引用
收藏
页码：62 / 67
页数：6
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