Acceleration and visualization of Dynamic Network Optimization


Autoria(s): Ye, Yuanzhou; Cadenas Medina, Jose; Megson, Graham
Data(s)

2014

Resumo

With the emerging prevalence of smart phones and 4G LTE networks, the demand for faster-better-cheaper mobile services anytime and anywhere is ever growing. The Dynamic Network Optimization (DNO) concept emerged as a solution that optimally and continuously tunes the network settings, in response to varying network conditions and subscriber needs. Yet, the DNO realization is still at infancy, largely hindered by the bottleneck of the lengthy optimization runtime. This paper presents the design and prototype of a novel cloud based parallel solution that further enhances the scalability of our prior work on various parallel solutions that accelerate network optimization algorithms. The solution aims to satisfy the high performance required by DNO, preliminarily on a sub-hourly basis. The paper subsequently visualizes a design and a full cycle of a DNO system. A set of potential solutions to large network and real-time DNO are also proposed. Overall, this work creates a breakthrough towards the realization of DNO.

Formato

text

Identificador

http://centaur.reading.ac.uk/39918/1/ICNC_DNO_Final_Ye.pdf

Ye, Y., Cadenas Medina, J. <http://centaur.reading.ac.uk/view/creators/90000433.html> and Megson, G. (2014) Acceleration and visualization of Dynamic Network Optimization. In: International Conference on Computing, Networking and Communications (ICNC), 3-6 Feb. 2014, Honolulu, HI, pp. 726-730. doi: 10.1109/ICCNC.2014.6785426 <http://dx.doi.org/10.1109/ICCNC.2014.6785426>

Idioma(s)

en

Relação

http://centaur.reading.ac.uk/39918/

creatorInternal Cadenas Medina, Jose

http://dx.doi.org/10.1109/ICCNC.2014.6785426

doi:10.1109/ICCNC.2014.6785426

Tipo

Conference or Workshop Item

PeerReviewed