QoE-Oriented Routing Mixing Application KPIs and Link Metrics through Machine Learning

L Wang, X Wu, DT Delaney - IEEE Access, 2024 - ieeexplore.ieee.org
As the complexity of network end devices and applications grows, network managers face
increasing difficulty in meeting specific end user requirements, leading to reduced user …

QoS Extensions for Flow-Awareness Networks

S Kaczmarek, M Wolff - International Journal of Electronics and …, 2022 - mostwiedzy.pl
The paper contains a description and research results of the proposal for distributed QoS
extensions for Flow-Based Networking. These QoS extensions let the network accept or …

Research of the QoE fast ReRouting processes with differentiated R-factor maximization for VoIP-flows using the tensor model of the corporate telecommunication …

O Lemeshko, O Yeremenko, M Yevdokymenko… - … –Present and Future, 2020 - Springer
In the work, the flow-based model of the QoE Fast ReRouting is proposed. The model is
based on the implementation of the single path or multipath routing, the conditions of flow …

A Dynamic Multipath Load Balancing Algorithm Based on Particle Swarm Optimization in DCN

Y Shu, D Gao - 2023 IEEE 14th International Conference on …, 2023 - ieeexplore.ieee.org
Aiming at effectively coping with the elephant flow conflicts in the data center network (DCN),
this paper proposes a dynamic multipath load balancing algorithm based on particle swarm …

ML-based Video Streaming QoE Modeling with E2E and Link Metrics

L Wang, A Durning, DT Delaney - … International Conference on …, 2022 - ieeexplore.ieee.org
An increasing variety of network services and applications have led to a demand for service
specific network management. QoE routing, routing service traffic on an individual basis, has …

Linking HO Delay towards Load Balancing in SDN-HetNets Environ

A Pagare, A Gupta - 2022 Second International Conference on …, 2022 - ieeexplore.ieee.org
Within the context of heterogeneous networks (HetNets), which are networks made up of
BSs with asymmetry transmitted power, we propose a new handover (HO) algorithm that …