Design and evaluation of learning algorithms for dynamic resource management in virtual networks

R Mijumbi, JL Gorricho, J Serrat… - 2014 IEEE network …, 2014 - ieeexplore.ieee.org
Network virtualisation is considerably gaining attention as a solution to ossification of the
Internet. However, the success of network virtualisation will depend in part on how efficiently …

Interference management for heterogeneous networks with spectral efficiency improvement

H Zhang, S Chen, X Li, H Ji, X Du - IEEE Wireless …, 2015 - ieeexplore.ieee.org
SE is a key characteristic of cellular communication systems. With the explosive growth of
mobile data traffic in future wireless networks, the improvement of SE is necessary and it has …

A connectionist approach to dynamic resource management for virtualised network functions

R Mijumbi, S Hasija, S Davy, A Davy… - … on network and …, 2016 - ieeexplore.ieee.org
Network Functions Virtualisation (NFV) continues to gain attention as a paradigm shift in the
way telecommunications services are deployed and managed. By separating Network …

Resource allocation in moving small cell network

S Jangsher, VOK Li - IEEE Transactions on Wireless …, 2016 - ieeexplore.ieee.org
Mobile users in public vehicles (train, buses, etc.) suffer from low signal quality due to the
enclosed nature of the vehicles. Small cells may be used to provide good signal quality in …

Service function chaining and traffic steering in SDN using graph neural network

A Rafiq, TA Khan, M Afaq… - … Conference on Information …, 2020 - ieeexplore.ieee.org
In the network softwarization, Network Function Virtualisation (NFV) has shifted the standard
of network services deployment and management for telecommunication. However, the …

Co-primary multi-operator resource sharing for small cell networks

P Luoto, P Pirinen, M Bennis… - IEEE Transactions …, 2015 - ieeexplore.ieee.org
To tackle the challenge of providing higher data rates within limited spectral resources we
consider the case of multiple operators sharing a common pool of radio resources. Four …

Knowledge defined networks on the edge for service function chaining and reactive traffic steering

A Rafiq, S Rehman, R Young, WC Song, MA Khan… - Cluster …, 2023 - Springer
Emerging technologies such as network function virtualization and software-defined
networking (SDN) have made a phenomenal breakthrough in network management by …

Dynamic resource allocation in hybrid access femtocell network

AU Ahmed, MT Islam, M Ismail… - The Scientific World …, 2014 - Wiley Online Library
Intercell interference is one of the most challenging issues in femtocell deployment under
the coverage of existing macrocell. Allocation of resources between femtocell and macrocell …

A neuro-fuzzy approach to self-management of virtual network resources

R Mijumbi, JL Gorricho, J Serrat, M Shen, K Xu… - Expert systems with …, 2015 - Elsevier
Network virtualisation promises to lead to better manageability of the future Internet by
allowing for adaptable sharing of physical network resources among different virtual …

Regret minimization for primary/secondary access to satellite resources with cognitive interference

YE Sagduyu, Y Shi, AB MacKenzie… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
There are different forms of uncertainty in satellite communications, including cognitive
interferers, channel conditions, packet traffic, and spectrum occupancy of users across …