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Optimization of Network Packet Scheduling–Using Multi Objective Genetic Algorithm with Virtual Deadline as a schedule parameter

by S.Sundararaja, VE.Vairavan
journal cover thumbnail
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 1 - Number 19
Year of Publication: 2010
Authors: S.Sundararaja, VE.Vairavan
10.5120/402-598

S.Sundararaja, VE.Vairavan . Optimization of Network Packet Scheduling–Using Multi Objective Genetic Algorithm with Virtual Deadline as a schedule parameter. International Journal of Computer Applications. 1, 19 ( February 2010), 61-65. DOI=10.5120/402-598

@article{ 10.5120/402-598,
author = { S.Sundararaja, VE.Vairavan },
title = { Optimization of Network Packet Scheduling–Using Multi Objective Genetic Algorithm with Virtual Deadline as a schedule parameter },
journal = { International Journal of Computer Applications },
issue_date = { February 2010 },
volume = { 1 },
number = { 19 },
month = { February },
year = { 2010 },
issn = { 0975-8887 },
pages = { 61-65 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume1/number19/402-598/ },
doi = { 10.5120/402-598 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T19:46:56.610796+05:30
%A S.Sundararaja
%A VE.Vairavan
%T Optimization of Network Packet Scheduling–Using Multi Objective Genetic Algorithm with Virtual Deadline as a schedule parameter
%J International Journal of Computer Applications
%@ 0975-8887
%V 1
%N 19
%P 61-65
%D 2010
%I Foundation of Computer Science (FCS), NY, USA
Abstract

This paper presents a novel approach to improve the performance of multimedia oriented systems by using Multi Objective Genetic Algorithm(MOGA) along with the concept of virtual deadline to efficiently schedule and optimize the real-time network packets thereby reducing the packets loss and delay.

References
  1. Yuting zhang,Richard west and Xin qi, computer science department, Bostan University, Virtual deadline scheduler for Window constrained service gurantees, June 2006
  2. Application of hardware Architecture of Genetic Algorithm for optimal packet scheduling,Ron-gu waa,yang-lee,shian Tsong shu,hsian-wei Tseng,Ming-Huseh chuang,yuang haung waung
  3. Mohd Farhan Ngatman,Johan M.SharifComprehensive study of transmission techniques for reducing packet loss and delay an multimedia over IP.
  4. R.West,Y.Zhang,K.Schwan and C.Poellabauer.Dynamic window-constrained scheduling of realtime streams in media servers.Accepted forpublication IEEE trancations on computers,2004.
  5. S.Madden,M.J.Franklin,J.M.Hellerstien.A tiny aggregation for Ad-hoc sensor networks.In proceedings of operating systems design and impleantration.USENIX
  6. west,Ivan ganev Karsten schwan computer science department,Bostan Windows constrained process scheduling for linux systems,Richard university
  7. Genetic Algorithms in Search, Optimization and Machine Learning, David E.Goldberg.
  8. http://lxr.linux.no/
  9. Genetic Algorithms, Mitsuio Gen, Ranwei Cheng.
  10. www.kernel.org
Index Terms

Computer Science
Information Sciences

Keywords

Cross-over Mutation Fitness value schedules Virtual deadline multimedia systems kernel level external module

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