Proposing bat inspired heuristic algorithm for the optimization of GMPLS networks

Mohsin Masood; Mohamed Mostafa Fouad; Ivan Glesk

Proposing bat inspired heuristic algorithm for the optimization of GMPLS networks

Mohsin Masood, Mohamed Mostafa Fouad, Ivan Glesk

Electronic And Electrical Engineering

Research output: Contribution to conference › Proceeding › peer-review

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Abstract

Introduction of modern and diverse applications in telecommunication field has raised challenges in networking area regarding efficient use of network resources and with optimizing performance. Therefore MPLS/GMPLS (Generalized multiprotocol label switching) networks were introduced to provide a better quality of service to meet users’ requirements as well as to optimize network resources. GMPLS networks use traffic engineering techniques for more efficient communication within the network and help to optimize network resources. This paper proposes BAT inspired metaheuristic algorithm for selecting an efficient route in MPLS/ GMPLS networks. In our investigation we considered routing costs as an objective function with goal to minimize it. The paper uses BAT algorithm with various levels of loudness parameter. The simulation results show performance improvements in MPLS/GMPLS networks of different size.

Original language	English
Publication status	Published - 21 Nov 2017
Event	25th Telecommunications Forum TELFOR 2017 - School of Electrical Engineering, University of Belgrade, Belgrade, Serbia Duration: 21 Nov 2017 → 22 Nov 2017 http://www.telfor.rs/?lang=en

Conference

Conference	25th Telecommunications Forum TELFOR 2017
Abbreviated title	TELFOR 2017
Country/Territory	Serbia
City	Belgrade
Period	21/11/17 → 22/11/17
Internet address	http://www.telfor.rs/?lang=en

Keywords

bat algorithm
GMPLS network
metaheuristic algorithms
network optimization
traffic engineering

Access to Document

Masood-etal-TELFOR-2017-Proposing-bat-inspired-heuristic-algorithm-for-the-optimization-of-GMPLS-networksAccepted author manuscript, 676 KB

SENSIBLE: SENSors and Intelligence in BuiLt Environment (SENSIBLE) MSCA RISE
Stankovic, L., Glesk, I., Gleskova, H. & Stankovic, V.
European Commission - Horizon Europe + H2020
1/01/17 → 31/12/20
Project: Research

Cite this

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title = "Proposing bat inspired heuristic algorithm for the optimization of GMPLS networks",

abstract = "Introduction of modern and diverse applications in telecommunication field has raised challenges in networking area regarding efficient use of network resources and with optimizing performance. Therefore MPLS/GMPLS (Generalized multiprotocol label switching) networks were introduced to provide a better quality of service to meet users{\textquoteright} requirements as well as to optimize network resources. GMPLS networks use traffic engineering techniques for more efficient communication within the network and help to optimize network resources. This paper proposes BAT inspired metaheuristic algorithm for selecting an efficient route in MPLS/ GMPLS networks. In our investigation we considered routing costs as an objective function with goal to minimize it. The paper uses BAT algorithm with various levels of loudness parameter. The simulation results show performance improvements in MPLS/GMPLS networks of different size.",

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author = "Mohsin Masood and Fouad, {Mohamed Mostafa} and Ivan Glesk",

note = "(c) 2017 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other users, including reprinting/ republishing this material for advertising or promotional purposes, creating new collective works for resale or redistribution to servers or lists, or reuse of any copyrighted components of this work in other works.; 25th Telecommunications Forum TELFOR 2017, TELFOR 2017 ; Conference date: 21-11-2017 Through 22-11-2017",

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AU - Masood, Mohsin

AU - Fouad, Mohamed Mostafa

AU - Glesk, Ivan

N1 - (c) 2017 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other users, including reprinting/ republishing this material for advertising or promotional purposes, creating new collective works for resale or redistribution to servers or lists, or reuse of any copyrighted components of this work in other works.

PY - 2017/11/21

Y1 - 2017/11/21

N2 - Introduction of modern and diverse applications in telecommunication field has raised challenges in networking area regarding efficient use of network resources and with optimizing performance. Therefore MPLS/GMPLS (Generalized multiprotocol label switching) networks were introduced to provide a better quality of service to meet users’ requirements as well as to optimize network resources. GMPLS networks use traffic engineering techniques for more efficient communication within the network and help to optimize network resources. This paper proposes BAT inspired metaheuristic algorithm for selecting an efficient route in MPLS/ GMPLS networks. In our investigation we considered routing costs as an objective function with goal to minimize it. The paper uses BAT algorithm with various levels of loudness parameter. The simulation results show performance improvements in MPLS/GMPLS networks of different size.

AB - Introduction of modern and diverse applications in telecommunication field has raised challenges in networking area regarding efficient use of network resources and with optimizing performance. Therefore MPLS/GMPLS (Generalized multiprotocol label switching) networks were introduced to provide a better quality of service to meet users’ requirements as well as to optimize network resources. GMPLS networks use traffic engineering techniques for more efficient communication within the network and help to optimize network resources. This paper proposes BAT inspired metaheuristic algorithm for selecting an efficient route in MPLS/ GMPLS networks. In our investigation we considered routing costs as an objective function with goal to minimize it. The paper uses BAT algorithm with various levels of loudness parameter. The simulation results show performance improvements in MPLS/GMPLS networks of different size.

KW - bat algorithm

KW - GMPLS network

KW - metaheuristic algorithms

KW - network optimization

KW - traffic engineering

M3 - Proceeding

T2 - 25th Telecommunications Forum TELFOR 2017

Y2 - 21 November 2017 through 22 November 2017

ER -

Proposing bat inspired heuristic algorithm for the optimization of GMPLS networks

Abstract

Conference

Keywords

Access to Document

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Projects

SENSIBLE: SENSors and Intelligence in BuiLt Environment (SENSIBLE) MSCA RISE

Cite this