Application of Transfer Regression to TCP Throughput Prediction

被引：13

作者：

Borzemski, Leszek ^{[1
]}

Starczewski, Gabriel ^{[1
]}

机构：

[1] Wroclaw Univ Technol, Inst Comp Sci, PL-50370 Wroclaw, Poland

来源：

2009 FIRST ASIAN CONFERENCE ON INTELLIGENT INFORMATION AND DATABASE SYSTEMS | 2009年

关键词：

data mining; Web performance; TCP throughput prediction; Transfer Regression;

D O I：

10.1109/ACIIDS.2009.74

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

In this paper we present the application of the Transform Regression (TR) algorithm to predict file transfer time. We consider the flies 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.

引用

页码：28 / 33

页数：6

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