A survey on machine learning techniques for routing optimization in SDN

R Amin, E Rojas, A Aqdus, S Ramzan… - IEEE …, 2021 - ieeexplore.ieee.org
In conventional networks, there was a tight bond between the control plane and the data
plane. The introduction of Software-Defined Networking (SDN) separated these planes, and …

Intra-domain traffic engineering with shortest path routing protocols

A Altın, B Fortz, M Thorup, H Ümit - Annals of Operations Research, 2013 - Springer
Throughout the last decade, extensive deployment of popular intra-domain routing protocols
such as open shortest path first (OSPF) and intermediate system–intermediate system (IS …

Autonomic traffic engineering for network robustness

A Tizghadam, A Leon-Garcia - IEEE journal on selected areas …, 2009 - ieeexplore.ieee.org
The continuously increasing complexity of communication networks and the increasing
diversity and unpredictability of traffic demand has led to a consensus view that the …

Machine learning-based multipath routing for software defined networks

MK Awad, MHH Ahmed, AF Almutairi… - Journal of Network and …, 2021 - Springer
Network softwarization has recently been enabled via the software-defined networking
(SDN) paradigm, which separates the data plane from control plane allowing for a flexible …

Repetita: Repeatable experiments for performance evaluation of traffic-engineering algorithms

S Gay, P Schaus, S Vissicchio - arxiv preprint arxiv:1710.08665, 2017 - arxiv.org
In this paper, we propose a pragmatic approach to improve reproducibility of experimental
analyses of traffic engineering (TE) algorithms, whose implementation, evaluation and …

Betweenness centrality and resistance distance in communication networks

A Tizghadam, A Leon-Garcia - IEEE network, 2010 - ieeexplore.ieee.org
In this article we report on applications and extensions of weighted graph theory in the
design and control of communication networks. We model the communication network as a …

Software detection mechanisms providing full coverage against single bit-flip faults

B Nicolescu, Y Savaria… - IEEE Transactions on …, 2004 - ieeexplore.ieee.org
Increasing design complexity for current and future generations of microelectronic
technologies leads to an increased sensitivity to transient bit-flip errors. These errors can …

How well do traffic engineering objective functions meet TE requirements?

S Balon, F Skivée, G Leduc - … and Protocols; Performance of Computer and …, 2006 - Springer
We compare and evaluate how well-known and novel network-wide objective functions for
Traffic Engineering (TE) algorithms fulfil TE requirements. To compare the objective …

Monte Carlo search algorithms for network traffic engineering

C Dang, C Bazgan, T Cazenave, M Chopin… - … Conference on Machine …, 2021 - Springer
Abstract The aim of Traffic Engineering is to provide routing configurations in networks such
that the used resources are minimized while maintaining a high level of quality of service …

Telecommunications network design: Technology impacts and future directions

RT Wong - Networks, 2021 - Wiley Online Library
During the past 50 years telecommunication network technology has raced ahead powered
by exponential advances in computer chip and fiber optic technology. The introduction of …