Naslov
Big Data Helps SDN to Improve Application Specific Quality of Service

Autori
Schwarzmann, Susanna ; Blenk, Andreas ; Dobrijević, Ognjen ; Jarschel, Michael ; Hotho, Andreas ; Zinner, Thomas ; Wamser, Florian

Vrsta, podvrsta i kategorija rada
Poglavlja u knjigama, znanstveni

Knjiga
Big Data and Software Defined Networks

Urednik/ci
Taheri, Javid

Izdavač
The Institution of Engineering and Technology

Grad
London : Delhi

Godina
2018

Raspon stranica
433-455

ISBN
978-1-78561-304-3

Ključne riječi
Big data, software-defined networking, real-time multimedia services, quality of service, quality of experience, network control, network management, big data analytics, machine learning

Sažetak
This chapter first provides an outline of the current results in the domains of: (a) quality-of-service (QoS) / quality-of-experience (QoE) control and management (CaM) for real-time multimedia services that is supported by software-defined networking (SDN), and (b) big data analytics and methods that are used for QoS/QoE CaM. Then, three specific use case scenarios with respect to video streaming services are presented, so as to illustrate the expected benefits of incorporating big data analytics into SDN-based CaM for the purposes of improving or optimizing QoS/QoE. In the end, we describe our vision and a high-level view of an SDN-based architecture for QoS/QoE CaM that is enriched with big data analytics' functional blocks and summarize corresponding challenges.

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika, Računarstvo

POVEZANOST RADA