Soft sensors in wireless networking as enablers for SDN based management of content delivery

M. Tosic; O. Ikovic; Dragan Boscovic

doi:10.1109/MIPRO.2016.7522205

Soft sensors in wireless networking as enablers for SDN based management of content delivery

M. Tosic, O. Ikovic, Dragan Boscovic

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

6 Scopus citations

Abstract

In this paper we present an approach for establishing soft/virtual sensors across wireless network components (access points connected devices and routers) and a cloud based software defined networking (SDN) controller. These soft sensors provide the contextual insight necessary for efficient management of available storage and networking resources, all the while ensuring necessary QoS levels in content delivery services (i.e. video delivery). The approach presented converts wireless network infrastructure into an edge computing platform which provides real time decision making based on results received from established soft sensors. This provides the level of reactivity necessary for fast changing conditions in IoT era wireless networks. The cloud based SDN controller oversees the content delivery system and performs strategic/proactive decision making and guides edge computing processes and decisions in line with defined policies. In this paper we show the impact of SDN based resource management, supported by soft sensors and edge computing across wireless networking infrastructure, on resource utilization efficiency and QoS in content delivery.

Original language	English (US)
Title of host publication	2016 39th International Convention on Information and Communication Technology, Electronics and Microelectronics, MIPRO 2016 - Proceedings
Editors	Petar Biljanovic, Marina Cicin-Sain, Mladen Mauher, Vlado Sruk, Stjepan Gros, Zeljko Butkovic, Slobodan Ribaric, Boris Vrdoljak, Karolj Skala, Tihana Galinac Grbac, Dino Lukman, Edvard Tijan
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	559-564
Number of pages	6
ISBN (Electronic)	9789532330885
DOIs	https://doi.org/10.1109/MIPRO.2016.7522205
State	Published - Jul 25 2016
Externally published	Yes
Event	39th International Convention on Information and Communication Technology, Electronics and Microelectronics, MIPRO 2016 - Opatija, Croatia Duration: May 30 2016 → Jun 3 2016

Other

Other	39th International Convention on Information and Communication Technology, Electronics and Microelectronics, MIPRO 2016
Country/Territory	Croatia
City	Opatija
Period	5/30/16 → 6/3/16

ASJC Scopus subject areas

Biomedical Engineering
Computer Networks and Communications
Computer Science Applications
Information Systems
Electrical and Electronic Engineering

Access to Document

10.1109/MIPRO.2016.7522205

Cite this

Tosic, M., Ikovic, O., & Boscovic, D. (2016). Soft sensors in wireless networking as enablers for SDN based management of content delivery. In P. Biljanovic, M. Cicin-Sain, M. Mauher, V. Sruk, S. Gros, Z. Butkovic, S. Ribaric, B. Vrdoljak, K. Skala, T. Galinac Grbac, D. Lukman, & E. Tijan (Eds.), 2016 39th International Convention on Information and Communication Technology, Electronics and Microelectronics, MIPRO 2016 - Proceedings (pp. 559-564). Article 7522205 Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/MIPRO.2016.7522205

Soft sensors in wireless networking as enablers for SDN based management of content delivery. / Tosic, M.; Ikovic, O.; Boscovic, Dragan.
2016 39th International Convention on Information and Communication Technology, Electronics and Microelectronics, MIPRO 2016 - Proceedings. ed. / Petar Biljanovic; Marina Cicin-Sain; Mladen Mauher; Vlado Sruk; Stjepan Gros; Zeljko Butkovic; Slobodan Ribaric; Boris Vrdoljak; Karolj Skala; Tihana Galinac Grbac; Dino Lukman; Edvard Tijan. Institute of Electrical and Electronics Engineers Inc., 2016. p. 559-564 7522205.

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

Tosic, M, Ikovic, O & Boscovic, D 2016, Soft sensors in wireless networking as enablers for SDN based management of content delivery. in P Biljanovic, M Cicin-Sain, M Mauher, V Sruk, S Gros, Z Butkovic, S Ribaric, B Vrdoljak, K Skala, T Galinac Grbac, D Lukman & E Tijan (eds), 2016 39th International Convention on Information and Communication Technology, Electronics and Microelectronics, MIPRO 2016 - Proceedings., 7522205, Institute of Electrical and Electronics Engineers Inc., pp. 559-564, 39th International Convention on Information and Communication Technology, Electronics and Microelectronics, MIPRO 2016, Opatija, Croatia, 5/30/16. https://doi.org/10.1109/MIPRO.2016.7522205

Tosic M, Ikovic O, Boscovic D. Soft sensors in wireless networking as enablers for SDN based management of content delivery. In Biljanovic P, Cicin-Sain M, Mauher M, Sruk V, Gros S, Butkovic Z, Ribaric S, Vrdoljak B, Skala K, Galinac Grbac T, Lukman D, Tijan E, editors, 2016 39th International Convention on Information and Communication Technology, Electronics and Microelectronics, MIPRO 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2016. p. 559-564. 7522205 doi: 10.1109/MIPRO.2016.7522205

Tosic, M. ; Ikovic, O. ; Boscovic, Dragan. / Soft sensors in wireless networking as enablers for SDN based management of content delivery. 2016 39th International Convention on Information and Communication Technology, Electronics and Microelectronics, MIPRO 2016 - Proceedings. editor / Petar Biljanovic ; Marina Cicin-Sain ; Mladen Mauher ; Vlado Sruk ; Stjepan Gros ; Zeljko Butkovic ; Slobodan Ribaric ; Boris Vrdoljak ; Karolj Skala ; Tihana Galinac Grbac ; Dino Lukman ; Edvard Tijan. Institute of Electrical and Electronics Engineers Inc., 2016. pp. 559-564

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abstract = "In this paper we present an approach for establishing soft/virtual sensors across wireless network components (access points connected devices and routers) and a cloud based software defined networking (SDN) controller. These soft sensors provide the contextual insight necessary for efficient management of available storage and networking resources, all the while ensuring necessary QoS levels in content delivery services (i.e. video delivery). The approach presented converts wireless network infrastructure into an edge computing platform which provides real time decision making based on results received from established soft sensors. This provides the level of reactivity necessary for fast changing conditions in IoT era wireless networks. The cloud based SDN controller oversees the content delivery system and performs strategic/proactive decision making and guides edge computing processes and decisions in line with defined policies. In this paper we show the impact of SDN based resource management, supported by soft sensors and edge computing across wireless networking infrastructure, on resource utilization efficiency and QoS in content delivery.",

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Soft sensors in wireless networking as enablers for SDN based management of content delivery

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