International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
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Volume 186 - Issue 73 |
Published: March 2025 |
Authors: Neji Kouka, Jawaher Ben Khalfa, Jalel Eddine Hajlaoui |
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Neji Kouka, Jawaher Ben Khalfa, Jalel Eddine Hajlaoui . Performance evaluation of Diffserv in various scenario With machine learning classification effect. International Journal of Computer Applications. 186, 73 (March 2025), 43-48. DOI=10.5120/ijca2025924602
@article{ 10.5120/ijca2025924602, author = { Neji Kouka,Jawaher Ben Khalfa,Jalel Eddine Hajlaoui }, title = { Performance evaluation of Diffserv in various scenario With machine learning classification effect }, journal = { International Journal of Computer Applications }, year = { 2025 }, volume = { 186 }, number = { 73 }, pages = { 43-48 }, doi = { 10.5120/ijca2025924602 }, publisher = { Foundation of Computer Science (FCS), NY, USA } }
%0 Journal Article %D 2025 %A Neji Kouka %A Jawaher Ben Khalfa %A Jalel Eddine Hajlaoui %T Performance evaluation of Diffserv in various scenario With machine learning classification effect%T %J International Journal of Computer Applications %V 186 %N 73 %P 43-48 %R 10.5120/ijca2025924602 %I Foundation of Computer Science (FCS), NY, USA
Diffserv was introduced by the IETF as a standard model to offer QoS across core networks. Diffserv supports a QoS feature based on differentiation traffic. So far, little interest has been granted on machine learning feature in QoS . In this paper, we evaluate the effectiveness of these model in QoS in various scenarios. We show that under very heavy network load, Diffserv with machine learning classification (MLC) have a limited effect on the QoS parameter.