A new replica placement strategy based on multi-objective optimisation for HDFS

Y Li, M Tian, Y Wang, Q Zhang… - … Journal of Bio …, 2020 - inderscienceonline.com
Distributed storage systems like the Hadoop distributed file system (HDFS) constitute the
core infrastructure of cloud platforms which are well poised to deal with big-data. An …

A globally optimised multipath routing algorithm using SDN

N Farrugia, V Buttigieg, JA Briffa - 2018 21st Conference on …, 2018 - ieeexplore.ieee.org
The Software Defined Network (SDN) model promises the delivery of a network architecture
capable of handling the demands of current and future applications more efficiently than the …

A Pareto-based hybrid multiobjective evolutionary approach for constrained multipath traffic engineering optimization in MPLS/GMPLS networks

ESM El-Alfy, SN Mujahid, SZ Selim - Journal of Network and Computer …, 2013 - Elsevier
This paper proposes a hybrid evolutionary algorithm for solving the constrained multipath
traffic engineering problem in MPLS (Multi-Protocol Label Switching) network and its …

Solving the multi-commodity flow problem using a multi-objective genetic algorithm

N Farrugia, JA Briffa, V Buttigieg - 2019 IEEE Congress on …, 2019 - ieeexplore.ieee.org
A Multi-Objective Genetic Algorithm (MOGA) designed to solve the Multi-Commodity Flow
Problem (MCFP) with the aim of improving network efficiency is presented. This work …

[HTML][HTML] Load balancing in IP/MPLS networks: a survey

RK Singh, NS Chaudhari, K Saxena - 2012 - scirp.org
The present era has witnessed tremendous growth of the Internet and various applications
that are supported by it. There is an enormous pressure on Internet Service Providers (ISPs) …

Solving the multicommodity flow problem using an evolutionary routing algorithm in a computer network environment

N Farrugia, JA Briffa, V Buttigieg - Plos one, 2023 - journals.plos.org
The continued increase in Internet traffic requires that routing algorithms make the best use
of all available network resources. Most of the current deployed networks are not doing so …

Flow-based path selection for Internet traffic engineering with NSGA-II

ESM El-Alfy - 2010 17th International Conference on …, 2010 - ieeexplore.ieee.org
Traffic engineering has become an important issue in Internet operation due to the fast
growing of the Internet traffic and the stringent requirements of quality-of-service over the …

A Pareto based approach with elitist learning strategy for MPLS/GMPS networks

M Masood, MM Fouad, I Glesk - 2017 9th Computer Science …, 2017 - ieeexplore.ieee.org
Modern telecommunication networks are based on diverse applications that highlighted the
status of efficient use of network resources and performance optimization. Various …

Minimizing energy consumption with a CloneAnt-based routing algorithm for communication network

Y Gao, H Wang, R Zhu, S Yi, C Gao… - 2015 IEEE 17th …, 2015 - ieeexplore.ieee.org
Energy saving in the ICT equipments has been an urgent problem recently. Although the
average utilization of network is less than 40% most of the time, its energy consumption is …

[PDF][PDF] Evolutionary algorithms for globally optimised multipath routing

N Farrugia - 2020 - um.edu.mt
With the ever increasing rise of traffic generated on the Internet, the efficiency with which a
network operates has become of great importance. The use of a distributed network …