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

页码：62 / 67

页数：6

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