Machine learning-based load balancing algorithms in future heterogeneous networks: A survey

E Gures, I Shayea, M Ergen, MH Azmi… - IEEE Access, 2022 - ieeexplore.ieee.org
… of ultra-dense heterogeneous networks (HetNets) consisting of … This leads to the pressing
need to balance loads between … This paper provides a survey on the intelligent load balancing

Diffusion schemes for load balancing on heterogeneous networks

R Elsässer, B Monien, R Preis - Theory of Computing Systems, 2002 - Springer
load balancing problem in heterogeneous networks. The processors of the network have
different work loads … The load has to be balanced among the processors proportionally to their …

Joint load balancing and interference mitigation in 5G heterogeneous networks

TK Vu, M Bennis, S Samarakoon… - IEEE Transactions …, 2017 - ieeexplore.ieee.org
networks was studied in [4] and [6], focusing on minimizing power consumption. The problem
of user association for load balancing in heterogeneous networks … to reduce the load on the …

Exploring load balancing in heterogeneous networks by rate distribution

KL Haldar, JH Jun, T Oliveira… - International Journal of …, 2010 - inderscienceonline.com
… years, load balancing in heterogeneous wireless networks (… problem of load balancing in
heterogeneous networks using … (JCAC) algorithm to provide load balancing. JCAC consists of …

Cluster-based load balancing algorithm for ultra-dense heterogeneous networks

MDM Hasan, S Kwon - IEEE Access, 2019 - ieeexplore.ieee.org
load balancing. To enhance the performance of the network as well as to increase the load
balancing … MLB algorithm considering n-tier heterogeneous neighbors of an overloaded cell. …

Soft load balancing over heterogeneous wireless networks

H Son, S Lee, SC Kim, YS Shin - IEEE Transactions on …, 2008 - ieeexplore.ieee.org
load balancing, to achieve increased overall resource utilization in the … heterogeneous
networks. In this paper, we present a new load-balancing mechanism termed “soft” load balancing

Joint user association and user scheduling for load balancing in heterogeneous networks

X Ge, X Li, H Jin, J Cheng… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
… In this paper, we formulate the load balancing problem as a network utility maximization
problem, where the network utility is a function of the long-term throughput [4], [5], [9]–[12]. Our …

Load balancing in heterogeneous networks based on distributed learning in near-potential games

MS Ali, P Coucheney… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
… Novel approach: We present a novel approach for load balancing in heterogeneous networks
that use CRE for user association and ABS for interference coordination. Our approach is …

Distributed dynamic load balancing in a heterogeneous network using LTE and TV white spaces

G Aldabbagh, ST Bakhsh, N Akkari, S Tahir, S Khan… - … Networks, 2015 - Springer
… This paper has proposed Distributed dynamic load balancing (DDLB) cellular-based TVWS
… and power consumption, and increased the average throughput and load balancing index. …

Load balancing in heterogeneous networks using an evolutionary algorithm

M Fenton, D Lynch, S Kucera… - 2015 IEEE Congress …, 2015 - ieeexplore.ieee.org
… problem of load balancing in heterogeneous cellular networkload balancing is a scalable
means to maximise networkload balancing in HetNets. A fitness metric is derived to achieve …