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» A Time-Series Decomposed Model of Network Traffic
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ICNC
2005
Springer
9 years 2 months ago
A Time-Series Decomposed Model of Network Traffic
: Traffic behavior in a large-scale network can be viewed as a complicated non-linear system, so it is very difficult to describe the long-term network traffic behavior in a large-...
Guang Cheng, Jian Gong, Wei Ding 0001
LCN
1999
IEEE
9 years 1 months ago
Time Series Models for Internet Data Traffic
A statistical analysis of Internet traffic measurements from a campus site is carried out to examine the influence of the constituent protocols and applications on the characteris...
Chun You, Kavitha Chandra
LCN
2000
IEEE
9 years 1 months ago
Nonlinear Time-Series Model for VBR Video Traffic
In this paper, variable bit rate (VBR) H.261 encoded video traffic is modeled by a nonlinear time series process. A threshold autoregressive (TAR) process is of particular interes...
Jimmie L. Davis, Kavitha Chandra, Charles Thompson
EUSFLAT
2009
148views Fuzzy Logic» more  EUSFLAT 2009»
8 years 7 months ago
Fuzzy Tendency based Time Series Model for Forecasting Server Traffic
- For modeling of change of terminal server load, the approach including representation of time series of server parameters in the form of fuzzy time series is used. Further in the...
Nadezhda Yarushkina, Tagir Unusov, Tatyana Afanasy...
ML
2000
ACM
157views Machine Learning» more  ML 2000»
8 years 9 months ago
A Multistrategy Approach to Classifier Learning from Time Series
We present an approach to inductive concept learning using multiple models for time series. Our objective is to improve the efficiency and accuracy of concept learning by decomposi...
William H. Hsu, Sylvian R. Ray, David C. Wilkins
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