Art

J-GLOBAL ID：201302282733357274   Reference number：13A0014642

Analytical Modeling of Network Throughput Prediction on the Internet

インターネット上のネットワークスループット予測の解析モデリング

Author (4)： LEE Chunghan (Dept. of Electronic and Information Eng., Toyohashi Univ. of Tech.) ,  ABE Hirotake (Cybermedia Center, Osaka Univ.) ,  HIROTSU Toshio (Fac. of Computer and Information Sciences, Hosei Univ.) ,  UMEMURA Kyoji (Dept. of Computer Sci. and Eng., Toyohashi Univ. of Tech.)
Material： IEICE Transactions on Information and Systems (Institute of Electronics, Information and Communication Engineers)  (IEICE Trans Inf Syst (Inst Electron Inf Commun Eng))
Volume： E95-D  Issue： 12  Page： 2870-2878 (J-STAGE)  Publication year： 2012 
JST Material Number： L1371A  ISSN： 0916-8532  Document type： Article
Article type： 原著論文  Country of issue： Japan (JPN)  Language： ENGLISH (EN)

Thesaurus term： internet ,  *network ,  *throughput ,  *prediction model ,  analytical model ,  measurement ,  support vector machine ,  Regression Analysis ,  virtual machine system ,  connection ,  probe ,  polynomial ,  *model
Semi thesaurus term： kernel regression ,  *support vector regression ,  *virtualization

JST classification (4)： Traffic theory  (ND02040C) ,  Communication network  (ND07030A) ,  Computer networks  (JC03000K) ,  Statistics  (AB08000H)

Reference (24)：

• MORI, T. On the characteristics of Internet traffic variability : Spikes and elephants. IEICE Trans. Inf. & Syst., D. 2004, E87, 12, 2644-2653
• ZHANG, Y. On the characteristics and origins of internet flow rates. Proc. 2002 Conference on Applications, Technologies, Architectures, and Protocols for Computer Communications, SIGCOMM '02. 2002, 309-322
• WOLSKI, R. The network weather service : A distributed resource performance forecasting service for metacomputing. J. Future Generation Computing Systems. 1999, 15, 757-768
• KHALID, O. Enabling and optimizing pilot jobs using xen based virtual machines for the hpc grid applications. Proc. 3rd International Workshop on Virtualization Technologies in Distributed Computing, VTDC'09. 2009, 1-8
• StarBED. http://www.starbed.org/

Terms in the title (5)： インターネット ,  スループット ,  予測 ,  解析 ,  モデリング