Processing Optimization of Typed Resources with Synchronized Storage and Computation Adaptation in Fog Computing
Joint Authors
Zou, Quan
Sun, Xiaobing
Duan, Yucong
Gao, Honghao
Song, Zhengyang
Wan, Shixiang
Zhu, Donghai
Source
Wireless Communications and Mobile Computing
Issue
Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-13, 13 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2018-05-30
Country of Publication
Egypt
No. of Pages
13
Main Subjects
Information Technology and Computer Science
Abstract EN
Wide application of the Internet of Things (IoT) system has been increasingly demanding more hardware facilities for processing various resources including data, information, and knowledge.
With the rapid growth of generated resource quantity, it is difficult to adapt to this situation by using traditional cloud computing models.
Fog computing enables storage and computing services to perform at the edge of the network to extend cloud computing.
However, there are some problems such as restricted computation, limited storage, and expensive network bandwidth in Fog computing applications.
It is a challenge to balance the distribution of network resources.
We propose a processing optimization mechanism of typed resources with synchronized storage and computation adaptation in Fog computing.
In this mechanism, we process typed resources in a wireless-network-based three-tier architecture consisting of Data Graph, Information Graph, and Knowledge Graph.
The proposed mechanism aims to minimize processing cost over network, computation, and storage while maximizing the performance of processing in a business value driven manner.
Simulation results show that the proposed approach improves the ratio of performance over user investment.
Meanwhile, conversions between resource types deliver support for dynamically allocating network resources.
American Psychological Association (APA)
Song, Zhengyang& Duan, Yucong& Wan, Shixiang& Sun, Xiaobing& Zou, Quan& Gao, Honghao…[et al.]. 2018. Processing Optimization of Typed Resources with Synchronized Storage and Computation Adaptation in Fog Computing. Wireless Communications and Mobile Computing،Vol. 2018, no. 2018, pp.1-13.
https://search.emarefa.net/detail/BIM-1215984
Modern Language Association (MLA)
Song, Zhengyang…[et al.]. Processing Optimization of Typed Resources with Synchronized Storage and Computation Adaptation in Fog Computing. Wireless Communications and Mobile Computing No. 2018 (2018), pp.1-13.
https://search.emarefa.net/detail/BIM-1215984
American Medical Association (AMA)
Song, Zhengyang& Duan, Yucong& Wan, Shixiang& Sun, Xiaobing& Zou, Quan& Gao, Honghao…[et al.]. Processing Optimization of Typed Resources with Synchronized Storage and Computation Adaptation in Fog Computing. Wireless Communications and Mobile Computing. 2018. Vol. 2018, no. 2018, pp.1-13.
https://search.emarefa.net/detail/BIM-1215984
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1215984