<bold>Network Traffic Prediction Algorithm and its Practical Application in real network</bold>

被引：2
|
作者：
Lv, Jun [1 ]
Li, Tong [1 ]
Li, Xing [2 ]
机构：
[1] Acad Armored Forced Engn, Beijing, Peoples R China
[2] Tsinghua Univ, China Educ Res Network, Beijing 100084, Peoples R China
来源：
2007 IFIP INTERNATIONAL CONFERENCE ON NETWORK AND PARALLEL COMPUTING WORKSHOPS, PROCEEDINGS | 2007年
关键词：
network traffic; linear prediction; model simulation;
D O I：
10.1109/NPC.2007.141
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
Due to the complicated and ever-changing characteristics of Internet, network traffic prediction is a very complex and difficult issue in the network management and design. This paper shows a model with a new algorithm (MLSL), which updates the model parameters and improves the adaptive ability of the model. Generating Self-similar series to simulate the network traffic and do some test, the experimental results of simulating and actual network traffic data have proved that this algorithm has the advantage of high accuracy and fast convergence.
引用
收藏
页码：512 / +
页数：2
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