Title | Data Delivery from WSNs to Cloud Based on a Fog Structure |
Creator | |
Date Issued | 2017-01-11 |
Conference Name | 4th International Conference on Advanced Cloud and Big Data (CBD) |
Source Publication | Proceedings - 2016 International Conference on Advanced Cloud and Big Data, CBD 2016
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ISBN | 978-1-5090-3677-6 |
Pages | 104-109 |
Conference Date | AUG 13-16, 2016 |
Conference Place | Chengdu, CHINA |
Abstract | Recent years, with the emerging technology of cloud computing, the powerful computing and storage capability of cloud computing injects new vitality into wireless sensor networks (WSNs) and motivates a series of new applications. However, the data delivery from WSNs to Cloud becomes a bottleneck because of the poor communication ability of WSNs, especially for delay-sensitive applications, which limits their further development and applications. To address this problem, we propose a fog structure which composes of multiple mobile sinks. Mobile sinks act as fog nodes to bridge the gap between WSNs and Cloud. They cooperate with each other to set up a multi-input multi-output (MIMO) network, aiming at maximizing the throughput and minimizing the transmission latency. The problem is proved to be NP-hard and we design an approximation algorithm to solve this problem with several provable properties. We compare our method to several traditional solutions. Extensive experimental results suggest that the proposed method significantly outperforms the traditional solutions. |
Keyword | delay fog computing mobile sinks sensor-cloud |
DOI | 10.1109/CBD.2016.028 |
URL | View source |
Indexed By | CPCI-S |
Language | 英语English |
WOS Research Area | Computer Science |
WOS Subject | Computer Science, Information Systems ; Computer Science, Theory & Methods |
WOS ID | WOS:000404438400018 |
Scopus ID | 2-s2.0-85013200542 |
Citation statistics | |
Document Type | Conference paper |
Identifier | http://repository.uic.edu.cn/handle/39GCC9TT/7241 |
Collection | Research outside affiliated institution |
Corresponding Author | Wang, Tian |
Affiliation | 1.Huaqiao University, College of Computer Science and Technology, Xiamen, Fujian, 361021, China 2.Xiamen University, Software School, Xiamen, Fujian, 361021, China 3.Guangxi University, School of Computer and Electronics Information, Nanning, Guangxi, 530004, China 4.Shijiazhuang Kelin Electric Co., Ltd, Shijiazhuang, Hebei, 050000, China |
Recommended Citation GB/T 7714 | Zeng, Jiandian,Wang, Tian,Lai, Yongxuanet al. Data Delivery from WSNs to Cloud Based on a Fog Structure[C], 2017: 104-109. |
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