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The Self‐Similar and Multifractal Nature of a Network Traffic Model
| Content Provider | Scilit |
|---|---|
| Author | Maulik, Krishanu Resnick, Sidney |
| Copyright Year | 2003 |
| Description | Journal: Stochastic Models We look at a family of models for Internet trac with increasing input rates and consider approximation models which exhibit self-similarity at large time scales and multifractality at small time scales. Depending on whether the input rate is fast or slow, the total cumulative input trac can be approximated by a self-similar stable Levy motion or a self-similar Gaussian process. The stable Levy limit does not depend on the behavior of the individual transmission schedules but the Gaussian limit does. Also, the models and their approximations show multifractal behavior at small time scales. |
| Related Links | http://ecommons.cornell.edu/bitstream/1813/9235/1/TR001357.pdf |
| Ending Page | 577 |
| Page Count | 29 |
| Starting Page | 549 |
| ISSN | 15326349 |
| e-ISSN | 15324214 |
| DOI | 10.1081/stm-120025404 |
| Journal | Stochastic Models |
| Issue Number | 4 |
| Volume Number | 19 |
| Language | English |
| Publisher | Informa UK Limited |
| Publisher Date | 2003-11-01 |
| Access Restriction | Open |
| Subject Keyword | Journal: Stochastic Models Computer Network Industrial Engineering Gaussian Process Operations Research Poisson Process Self Similarity Technical Report |
| Content Type | Text |
| Subject | Applied Mathematics Statistics and Probability Modeling and Simulation |
