Non-Gaussian behavior of the internet topological fluctuations
文献类型：期刊论文
| 作者 | Chen, Q ; Qian, JH ; Han, DD |
| 刊名 | INTERNATIONAL JOURNAL OF MODERN PHYSICS C
 |
| 出版日期 | 2014 |
| 卷号 | 25期号:5 |
| 关键词 | GROWTH DYNAMICS SCALING BEHAVIOR COMPLEX NETWORKS LAWS |
| ISSN号 | 0129-1831 |
| 通讯作者 | ddhan@ee.ecnu.edu.cn |
| 英文摘要 | The traditional Gibrat's hypotheses were once used to model the topological fluctuations of Internet. Although it seems to reproduce the scaling relation of Internet's degree distribution, the detailed micro-dynamics have never been empirically validated. Here, we analyze the distribution of degree growth rates of the Internet for various time scales. We find that in contrast to the traditional Gibrat's assumptions, none of the degree growth rates are normally distributed, but behaves as an exponential decrease on its body and a power-law decay on its tail. Moreover, the observed growth rate distribution turns out independent of the initial degree when the time interval enlarges to a year. Our observations do not consist with the traditional Gibrat law model and suggest a more complex fluctuation mechanism underlying the evolution of Internet. |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000332860600012 |
| 公开日期 | 2015-03-13 |
| 源URL | [http://ir.sinap.ac.cn/handle/331007/14278]  |
| 专题 | 上海应用物理研究所_中科院上海应用物理研究所2011-2017年 |
| 推荐引用方式 GB/T 7714 | Chen, Q,Qian, JH,Han, DD. Non-Gaussian behavior of the internet topological fluctuations[J]. INTERNATIONAL JOURNAL OF MODERN PHYSICS C,2014,25(5). |
| APA | Chen, Q,Qian, JH,&Han, DD.(2014).Non-Gaussian behavior of the internet topological fluctuations.INTERNATIONAL JOURNAL OF MODERN PHYSICS C,25(5). |
| MLA | Chen, Q,et al."Non-Gaussian behavior of the internet topological fluctuations".INTERNATIONAL JOURNAL OF MODERN PHYSICS C 25.5(2014). |
入库方式： OAI收割
来源：上海应用物理研究所
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