JOURNAL ARTICLE

QoS-Aware Virtualization Resource Management Mechanism in 5G Backhaul Heterogeneous Networks

Hong ZhangChuang HuangJing ZhouChen Liao

Year: 2020 Journal:   IEEE Access Vol: 8 Pages: 19479-19489   Publisher: Institute of Electrical and Electronics Engineers

Abstract

An efficient resource management strategy can save network resources and improve network quality of service (QoS). In order to solve the problem of resource management difficulties of multiple SPs sharing the same backhaul network and QoS mismatch in heterogeneous networks, a downstream resource management in 5G virtualized backhaul network is proposed in this paper. Firstly, the wavelength assignment problem is described as a mathematics model with the consideration of minimizing turning overhead and load balancing. The quantum-behaved particle swarm optimization algorithm is used to solve the mathematics model. Secondly, the 5G traffic is mapping to different priority queues in TWDM-PON by the proposed QoS mapping algorithm. Finally, the downstream traffic is scheduled by the proposed resource scheduling algorithm. Numerical results show that the proposed mechanism can maintain high resource utilization, reduce wavelength tuning overhead and improve the delay of traffic.

Keywords:
Computer science Backhaul (telecommunications) Quality of service Computer network Distributed computing Resource management (computing) Scheduling (production processes) Mathematical optimization Base station

Metrics

20
Cited By
1.28
FWCI (Field Weighted Citation Impact)
32
Refs
0.80
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Advanced Photonic Communication Systems
Physical Sciences →  Engineering →  Electrical and Electronic Engineering
Optical Network Technologies
Physical Sciences →  Engineering →  Electrical and Electronic Engineering
Advanced Optical Network Technologies
Physical Sciences →  Engineering →  Electrical and Electronic Engineering

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