Cloud Platform Based on Mobile Internet Service Opportunistic Drive and Application Aware Data Mining
Author
Source
Journal of Electrical and Computer Engineering
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-7, 7 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-10-01
Country of Publication
Egypt
No. of Pages
7
Main Subjects
Information Technology and Computer Science
Abstract EN
Because the static cloud platform cannot satisfy the diversity of mobile Internet service and inefficient data mining problems, we presented a reliable and efficient data mining cloud platform construction scheme based on the mobile Internet service opportunistic driving and application perception.
In this scheme, first of all data selection mechanism was established based on mobile Internet service opportunistic drive.
Secondly, through the cloud platform different cloud and channel aware, nonlinear mapping from the service to a data set of proposed perceptual model is applied.
Finally, on the basis of the driving characteristics and extraction of perceptual features, the cloud platform would be constructed through the service opportunities of mobile Internet applications, which could provide robust and efficient data mining services.
The experimental results show that the proposed mechanism, compared to the cloud platform based on distributed data mining, has obvious advantages in system running time, memory usage, and data clustering required time, as well as average clustering quality.
American Psychological Association (APA)
Zhou, Ge. 2015. Cloud Platform Based on Mobile Internet Service Opportunistic Drive and Application Aware Data Mining. Journal of Electrical and Computer Engineering،Vol. 2015, no. 2015, pp.1-7.
https://search.emarefa.net/detail/BIM-1068104
Modern Language Association (MLA)
Zhou, Ge. Cloud Platform Based on Mobile Internet Service Opportunistic Drive and Application Aware Data Mining. Journal of Electrical and Computer Engineering No. 2015 (2015), pp.1-7.
https://search.emarefa.net/detail/BIM-1068104
American Medical Association (AMA)
Zhou, Ge. Cloud Platform Based on Mobile Internet Service Opportunistic Drive and Application Aware Data Mining. Journal of Electrical and Computer Engineering. 2015. Vol. 2015, no. 2015, pp.1-7.
https://search.emarefa.net/detail/BIM-1068104
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1068104