Estimation of network performance: An approach based on network experience

S. M.S. Zabir, A. Ashir, N. Shiratori

研究成果: 書籍/レポート タイプへの寄稿会議への寄与

4 被引用数 (Scopus)

抄録

Network application logs (squid logs, ftp logs, mail logs etc.) are a paramount source of network information. By a careful analysis of these logs, a network performance metric (throughput etc.) can be obtained. Since these records contain past information, any conventional analysis would result in network performance indices which are somehow static. On the other hand, network resources as well as the utilities are dynamic. It thus poses a difficult task to understand how the network would behave at some time in future. We present a estimation model of the network behavior dynamics exploiting its past activities. The approached model employs a sophisticated application of standard statistical estimation techniques applied in addition to a variant of genetic algorithm operators. This involves introducing new statistical operators to adapt to their genetic algorithm counterparts. We have carried out experiments using a one year long network application log archive, presented the results and displayed the evaluation of our approach.

本文言語英語
ホスト出版物のタイトルProceedings - 15th International Conference on Information Networking, ICOIN 2001
出版社IEEE Computer Society
ページ657-662
ページ数6
ISBN(電子版)0769509517
DOI
出版ステータス出版済み - 2001
外部発表はい
イベント15th International Conference on Information Networking, ICOIN 2001 - Beppu City, Oita, 日本
継続期間: 1月 31 20012月 2 2001

出版物シリーズ

名前International Conference on Information Networking
2001-January
ISSN(印刷版)1976-7684

その他

その他15th International Conference on Information Networking, ICOIN 2001
国/地域日本
CityBeppu City, Oita
Period1/31/012/2/01

!!!All Science Journal Classification (ASJC) codes

  • コンピュータ ネットワークおよび通信
  • 情報システム

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