Network Modeling for the Internet

Comparison of Hurst Parameter Estimators



Leader Steve Marron (SAMSI/University of North Carolina, Chapel Hill), marron@email.unc.edu
 Meeting
Members Felix Hernandez Campos (University of North Carolina, Chapel Hill), fhernand@cs.unc.edu
Long Le
(University of North Carolina, Chapel Hill), le@cs.unc.edu
Cheolwoo Park (SAMSI)
, cwpark@email.unc.edu
Juhyun Park (University of North Carolina, Chapel Hill), parkj@email.unc.edu
Vladas Pipiras (University of North Carolina, Chapel Hill), pipiras@email.unc.edu
Don Smith (University of North Carolina, Chapel Hill), smithfd@cs.unc.edu
Richard Smith (University of North Carolina, Chapel Hill), rls@email.unc.edu
Murad Taqqu (Boston University), murad@bu.edu
Michele Trovero (University of North Carolina, Chapel Hill), trovero@email.unc.edu
Robert Wolpert (Duke University), wolpert@stat.duke.edu
Zhengyuan Zhu (University of North Carolina, Chapel Hill), zhuz@email.unc.edu
Outline Objectives Ongoing project: Data and Results   SiZer View

Possible Future Work:

1. Comparison of UNC 2002 and 2003 data:

    -  H estimates, SiZer view, Subtraces, etc.

2. Application of another Hurst parameter estimator:

    -  Stilian's estimator for the time seires with infinite variances

3. Modeling of mean and variance of web traces

    -  UNC 2002 traces: Sample mean vs. Sample variance

    - 
UNC 2003 traces: Sample mean vs. Sample variance

    -  Surprisingly a linear? Felix is collecting more data sets
References




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