SDN Based Content-Centric QoS-Guaranteed for Wireless Multimedia Sensor Networks

被引:0
|
作者
Li, Gaolei [1 ]
Wu, Jun [1 ]
Li, Jianhua [1 ]
Wang, Kuan [1 ]
He, Shan [1 ]
机构
[1] Shanghai Jiao Tong Univ, Sch Elect Informat & Elect Engn, Shanghai 200240, Peoples R China
基金
美国国家科学基金会;
关键词
Wireless multimedia sensor networks (WMSNs); Software-defined network (SDN); Content-centric QoS-guaranteed; Popularity; k-nearest neighbor (KNN);
D O I
10.1007/978-3-319-74176-5_4
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
As the deployment of wireless multimedia sensor networks (WMSNs) increases sharply, the control granularity of traditional quality of service (QoS) technologies present weak assistance to satisfy the various application requirements. In this paper, we propose a novel architecture of software-defined network (SDN) based content-centric QoS-guaranteed (SCQG) for WMSNs. The SDN is an innovative network paradigm, which has capability to uniformly monitor and control the WMSNs' infrastructures automatically. In proposed architecture, we formulate proper priority for each content based on its popularity in WMSNs. And also, we extend the SDN controller to match the content and make flow tables each content requests. Besides, we design an k-nearest neighbor (KNN) based machine-learning algorithm to identify the popularity of different contents.
引用
收藏
页码:40 / 48
页数:9
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