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 proceedingConference contribution

4 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 languageEnglish (US)
Title of host publication2016 39th International Convention on Information and Communication Technology, Electronics and Microelectronics, MIPRO 2016 - Proceedings
EditorsPetar 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
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages559-564
Number of pages6
ISBN (Electronic)9789532330885
DOIs
StatePublished - Jul 25 2016
Externally publishedYes
Event39th International Convention on Information and Communication Technology, Electronics and Microelectronics, MIPRO 2016 - Opatija, Croatia
Duration: May 30 2016Jun 3 2016

Other

Other39th International Convention on Information and Communication Technology, Electronics and Microelectronics, MIPRO 2016
CountryCroatia
CityOpatija
Period5/30/166/3/16

ASJC Scopus subject areas

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

Fingerprint Dive into the research topics of 'Soft sensors in wireless networking as enablers for SDN based management of content delivery'. Together they form a unique fingerprint.

  • 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). [7522205] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/MIPRO.2016.7522205