Title :
Application of actor model for distributed execution of data mining algorithms
Author :
Kapustin, Nikita ; Kholod, Ivan ; Petuhov, Ilya
Author_Institution :
Fac. of Comput. Sci. & Technol., St. Petersburg Electrotech. Univ. "LETI", St. Petersburg, Russia
Abstract :
This paper describes an approach of application of the actor model for distributed computations of the block based data mining algorithms, provides the comparison with other approaches, describes concrete implementation of the approach and the result of the experiment.
Keywords :
data mining; distributed processing; actor model; block based data mining algorithms; distributed computations; distributed execution; Acceleration; Algorithm design and analysis; Computational modeling; Data mining; Data models; Libraries; Synchronization; actor model; block based algorithms; data mining; distributed computing;
Conference_Titel :
Soft Computing and Measurements (SCM), 2015 XVIII International Conference on
Conference_Location :
St. Petersburg
Print_ISBN :
978-1-4673-6960-2
DOI :
10.1109/SCM.2015.7190458
