Title :
Forecast of network behavior based on singular-spectrum analysis
Author :
Wu, Hila ; Gong, Jian
Author_Institution :
Southeast Univ., Nanjing, China
Abstract :
Research of network behavior is urgent. A lot of work has been done to collect different metrics of network behaviors. But analysis of the metrics lags collection. Ideas from other scientific fields can be used for reference to analyze the behavior of networks. A method borrowed from digital signal processing is introduced. The results are given and evaluated. Conclusions and near-term priorities are proposed
Keywords :
Internet; computer network management; performance evaluation; spectral analysis; telecommunication traffic; Internet; digital signal processing; near-term priorities; network behavior; network management; singular-spectrum analysis; Astronomy; Atmospheric modeling; Digital signal processing; Humans; Internet; Performance analysis; Quality of service; Signal analysis; Time series analysis; Weather forecasting;
Conference_Titel :
Communication Technology Proceedings, 2000. WCC - ICCT 2000. International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7803-6394-9
DOI :
10.1109/ICCT.2000.889296
