Title :
Application of Transfer Regression to TCP Throughput Prediction
Author :
Borzemski, Leszek ; Starczewski, Gabriel
Author_Institution :
Inst. of Comput. Sci., Wroclaw Univ. of Technol., Wroclaw, Poland
Abstract :
In this paper we present the application of the transform regression (TR) algorithm to predict file transfer time. We consider the files that are transferred from Web servers using HTTP protocol. We identify parameters having impact on file transfer time and use them as inputs to transform regression. We compare the results of TR-based prediction with the moving averages methods.
Keywords :
Internet; data mining; file servers; transport protocols; HTTP protocol; TCP throughput prediction; Web servers; data mining; file transfer time prediction; transfer regression; transform regression algorithm; Algorithm design and analysis; Application software; Data mining; IP networks; Internet; Prediction algorithms; Protocols; TCPIP; Throughput; Web server; TCP throughput prediction; Transfer Regression; Web performance; data mining;
Conference_Titel :
Intelligent Information and Database Systems, 2009. ACIIDS 2009. First Asian Conference on
Conference_Location :
Dong Hoi
Print_ISBN :
978-0-7695-3580-7
DOI :
10.1109/ACIIDS.2009.74
