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Cloud for Distributed Data Analysis Based on the Actor Model
Joint Authors
Shorov, Andrey
Kholod, Ivan
Petukhov, Ilya
Source
Issue
Vol. 2016, Issue 2016 (31 Dec. 2016), pp.1-11, 11 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2016-08-07
Country of Publication
Egypt
No. of Pages
11
Main Subjects
Abstract EN
This paper describes the construction of a Cloud for Distributed Data Analysis (CDDA) based on the actor model.
The design uses an approach to map the data mining algorithms on decomposed functional blocks, which are assigned to actors.
Using actors allows users to move the computation closely towards the stored data.
The process does not require loading data sets into the cloud and allows users to analyze confidential information locally.
The results of experiments show that the efficiency of the proposed approach outperforms established solutions.
American Psychological Association (APA)
Kholod, Ivan& Petukhov, Ilya& Shorov, Andrey. 2016. Cloud for Distributed Data Analysis Based on the Actor Model. Scientific Programming،Vol. 2016, no. 2016, pp.1-11.
https://search.emarefa.net/detail/BIM-1118104
Modern Language Association (MLA)
Kholod, Ivan…[et al.]. Cloud for Distributed Data Analysis Based on the Actor Model. Scientific Programming No. 2016 (2016), pp.1-11.
https://search.emarefa.net/detail/BIM-1118104
American Medical Association (AMA)
Kholod, Ivan& Petukhov, Ilya& Shorov, Andrey. Cloud for Distributed Data Analysis Based on the Actor Model. Scientific Programming. 2016. Vol. 2016, no. 2016, pp.1-11.
https://search.emarefa.net/detail/BIM-1118104
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1118104