Simulation technique for available bandwidth estimation

TG Sultanov, AM Sukhov - 2010 Fourth UKSim European …, 2010 - ieeexplore.ieee.org
This paper proposes a method for measuring the available bandwidth, based on testing
network packets of various sizes (variable packet size method, VPS). The range of …

An experimental evaluation of the impact of heterogeneous scenarios and virtualization on the available bandwidth estimation tools

G Aceto, F Palumbo, V Persico… - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
Mobile Broadband (MBB) access networks are becoming more and more used worldwide,
and the devices adopted to access them are increasing in number and complexity (smart …

UANM: a platform for experimenting with available bandwidth estimation tools

G Aceto, A Botta, A Pescapé… - The IEEE symposium on …, 2010 - ieeexplore.ieee.org
In the field of network monitoring and measurement, the efficiency and accuracy of the
adopted tools is strongly dependent on (i) structural and dynamic characteristics of the …

Mobile network traffic prediction using MLP, MLPWD, and SVM

AY Nikravesh, SA Ajila, CH Lung… - 2016 IEEE international …, 2016 - ieeexplore.ieee.org
Mobile networks are critical for today's social mobility and the Internet. More and more
people are subscribing to mobile networks, which has led to substantial demands. The …

Accurate non-intrusive residual bandwidth estimation in wmns

IC Atalay, Y Sarikaya, O Gurbuz… - 2008 5th IEEE Annual …, 2008 - ieeexplore.ieee.org
The multi-access scheme of 802.11 wireless networks imposes difficulties in achieving
predictable service quality in multi-hop networks. In such networks, the residual capacity of …

Point-to-point and congestion bandwidth estimation: experimental evaluation on PlanetLab data

L Eyraud-Dubois, P Uznanski - 2014 IEEE International Parallel …, 2014 - ieeexplore.ieee.org
In large scale Internet platforms, measuring the available bandwidth between nodes of the
platform is difficult and costly. However, resource optimization for large-scale Internet …

An empirical investigation of mobile network traffic data for resource management

M Si, CH Lung, S Ajila, W Ding - 2016 IEEE International …, 2016 - ieeexplore.ieee.org
Since the emergence of mobile networks, the number of mobile subscriptions has continued
to increase year after year. To efficiently assign mobile network resources such as spectrum …

A practical implementation of in-band network telemetry in open vswitch

A Gulenko, M Wallschläger… - 2018 IEEE 7th International …, 2018 - ieeexplore.ieee.org
Virtualized network infrastructures of cloud platforms are becoming increasingly complex
and hard to manage and monitor for human administrators. Traditional network monitoring …

Machine learning based video hosting site identification method for MVNO networks

A Sawabe, T Ito, T Iwai - 2020 IEEE 17th Annual Consumer …, 2020 - ieeexplore.ieee.org
Zero-rating service provided by Mobile Virtual Network Operators (MVNOs) has been
attracting smartphone users who frequently watch web videos that are delivered by heavily …

Machine learning for measurement-based bandwidth estimation

SK Khangura, M Fidler, B Rosenhahn - Computer Communications, 2019 - Elsevier
The dispersion that arises when packets traverse a network carries information that can
reveal relevant network characteristics. Using a fluid-flow model of a bottleneck link with first …