SDN based content-centric QoS-guaranteed for wireless multimedia sensor networks

Gaolei Li; Jun Wu; Jianhua Li; Kuan Wang; Shan He

doi:10.1007/978-3-319-74176-5_4

SDN based content-centric QoS-guaranteed for wireless multimedia sensor networks

Gaolei Li, Jun Wu^*, Jianhua Li, Kuan Wang, Shan He

^*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

1 Citation (Scopus)

Abstract

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.

Original language	English
Title of host publication	Industrial Networks and Intelligent Systems - 3rd International Conference, INISCOM 2017, Proceedings
Editors	Yuanfang Chen, Trung Q. Duong
Publisher	Springer Verlag
Pages	40-48
Number of pages	9
ISBN (Print)	9783319741758
DOIs	https://doi.org/10.1007/978-3-319-74176-5_4
Publication status	Published - 2018
Externally published	Yes
Event	3rd International Conference on Industrial Networks and Intelligent Systems, INISCOM 2017 - Ho Chi Minh City, Viet Nam Duration: 2017 Sept 4 → 2017 Sept 4

Publication series

Name	Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST
Volume	221
ISSN (Print)	1867-8211

Conference

Conference	3rd International Conference on Industrial Networks and Intelligent Systems, INISCOM 2017
Country/Territory	Viet Nam
City	Ho Chi Minh City
Period	17/9/4 → 17/9/4

Keywords

Content-centric QoS-guaranteed
Popularity
Software-defined network (SDN)
Wireless multimedia sensor networks (WMSNs)
k-nearest neighbor (KNN)

ASJC Scopus subject areas

Computer Networks and Communications

Access to Document

10.1007/978-3-319-74176-5_4

Cite this

Li, G., Wu, J., Li, J., Wang, K., & He, S. (2018). SDN based content-centric QoS-guaranteed for wireless multimedia sensor networks. In Y. Chen, & T. Q. Duong (Eds.), Industrial Networks and Intelligent Systems - 3rd International Conference, INISCOM 2017, Proceedings (pp. 40-48). (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST; Vol. 221). Springer Verlag. https://doi.org/10.1007/978-3-319-74176-5_4

SDN based content-centric QoS-guaranteed for wireless multimedia sensor networks. / Li, Gaolei; Wu, Jun; Li, Jianhua et al.
Industrial Networks and Intelligent Systems - 3rd International Conference, INISCOM 2017, Proceedings. ed. / Yuanfang Chen; Trung Q. Duong. Springer Verlag, 2018. p. 40-48 (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST; Vol. 221).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Li, G, Wu, J, Li, J, Wang, K & He, S 2018, SDN based content-centric QoS-guaranteed for wireless multimedia sensor networks. in Y Chen & TQ Duong (eds), Industrial Networks and Intelligent Systems - 3rd International Conference, INISCOM 2017, Proceedings. Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST, vol. 221, Springer Verlag, pp. 40-48, 3rd International Conference on Industrial Networks and Intelligent Systems, INISCOM 2017, Ho Chi Minh City, Viet Nam, 17/9/4. https://doi.org/10.1007/978-3-319-74176-5_4

Li G, Wu J, Li J, Wang K, He S. SDN based content-centric QoS-guaranteed for wireless multimedia sensor networks. In Chen Y, Duong TQ, editors, Industrial Networks and Intelligent Systems - 3rd International Conference, INISCOM 2017, Proceedings. Springer Verlag. 2018. p. 40-48. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST). doi: 10.1007/978-3-319-74176-5_4

Li, Gaolei ; Wu, Jun ; Li, Jianhua et al. / SDN based content-centric QoS-guaranteed for wireless multimedia sensor networks. Industrial Networks and Intelligent Systems - 3rd International Conference, INISCOM 2017, Proceedings. editor / Yuanfang Chen ; Trung Q. Duong. Springer Verlag, 2018. pp. 40-48 (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST).

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abstract = "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{\textquoteright} 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.",

keywords = "Content-centric QoS-guaranteed, Popularity, Software-defined network (SDN), Wireless multimedia sensor networks (WMSNs), k-nearest neighbor (KNN)",

author = "Gaolei Li and Jun Wu and Jianhua Li and Kuan Wang and Shan He",

note = "Publisher Copyright: {\textcopyright} 2018, ICST Institute for Computer Sciences, Social Informatics and Telecommunications Engineering.; 3rd International Conference on Industrial Networks and Intelligent Systems, INISCOM 2017 ; Conference date: 04-09-2017 Through 04-09-2017",

year = "2018",

doi = "10.1007/978-3-319-74176-5_4",

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AU - Li, Gaolei

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AU - Li, Jianhua

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AU - He, Shan

PY - 2018

Y1 - 2018

N2 - 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.

AB - 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.

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KW - Popularity

KW - Software-defined network (SDN)

KW - Wireless multimedia sensor networks (WMSNs)

KW - k-nearest neighbor (KNN)

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BT - Industrial Networks and Intelligent Systems - 3rd International Conference, INISCOM 2017, Proceedings

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ER -

SDN based content-centric QoS-guaranteed for wireless multimedia sensor networks

Abstract

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Keywords

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