Impact of user behavior on network performance reliability
Based on a lattice network,a user access behavior model was established to describe the statistical characteristics of user behavior including the clustering characteristics and the power law distribution.The phase transition point was used to analysis the influence of the statistical characteristic...
Saved in:
| Main Authors: | , , , , , |
|---|---|
| Format: | Article |
| Language: | zho |
| Published: |
Editorial Department of Journal on Communications
2013-01-01
|
| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/doi/1000-436X(2013)01-0043-08/ |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1841539888304881664 |
|---|---|
| author | Juan ZHAO Ping GUO Hong-zhong DENG Jun WU Yue-jin TAN Min ZHANG |
| author_facet | Juan ZHAO Ping GUO Hong-zhong DENG Jun WU Yue-jin TAN Min ZHANG |
| author_sort | Juan ZHAO |
| collection | DOAJ |
| description | Based on a lattice network,a user access behavior model was established to describe the statistical characteristics of user behavior including the clustering characteristics and the power law distribution.The phase transition point was used to analysis the influence of the statistical characteristics of user behavior on the network performance reliability.It was shown that the network performance reliability almost independent on the degree distribution of the server-visited bipartite network;however the hot changing of the small subset with the high degree server nodes improved the network reliability.The strength,frequency and the duration of the clustering characteristics have certain impact on the phase transition of network performance reliability.The phase transition point of network performance reliability moved to the right with the increase of the difference between the number of active users when the clustering characteristics happened and don’t. |
| format | Article |
| id | doaj-art-fe8b7514dc414f6d878341224debda44 |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2013-01-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-fe8b7514dc414f6d878341224debda442025-01-14T06:34:03ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2013-01-0134435059668049Impact of user behavior on network performance reliabilityJuan ZHAOPing GUOHong-zhong DENGJun WUYue-jin TANMin ZHANGBased on a lattice network,a user access behavior model was established to describe the statistical characteristics of user behavior including the clustering characteristics and the power law distribution.The phase transition point was used to analysis the influence of the statistical characteristics of user behavior on the network performance reliability.It was shown that the network performance reliability almost independent on the degree distribution of the server-visited bipartite network;however the hot changing of the small subset with the high degree server nodes improved the network reliability.The strength,frequency and the duration of the clustering characteristics have certain impact on the phase transition of network performance reliability.The phase transition point of network performance reliability moved to the right with the increase of the difference between the number of active users when the clustering characteristics happened and don’t.http://www.joconline.com.cn/zh/article/doi/1000-436X(2013)01-0043-08/network reliabilityuser behaviorphase transitionclustering characteristicspower-law distribution |
| spellingShingle | Juan ZHAO Ping GUO Hong-zhong DENG Jun WU Yue-jin TAN Min ZHANG Impact of user behavior on network performance reliability Tongxin xuebao network reliability user behavior phase transition clustering characteristics power-law distribution |
| title | Impact of user behavior on network performance reliability |
| title_full | Impact of user behavior on network performance reliability |
| title_fullStr | Impact of user behavior on network performance reliability |
| title_full_unstemmed | Impact of user behavior on network performance reliability |
| title_short | Impact of user behavior on network performance reliability |
| title_sort | impact of user behavior on network performance reliability |
| topic | network reliability user behavior phase transition clustering characteristics power-law distribution |
| url | http://www.joconline.com.cn/zh/article/doi/1000-436X(2013)01-0043-08/ |
| work_keys_str_mv | AT juanzhao impactofuserbehavioronnetworkperformancereliability AT pingguo impactofuserbehavioronnetworkperformancereliability AT hongzhongdeng impactofuserbehavioronnetworkperformancereliability AT junwu impactofuserbehavioronnetworkperformancereliability AT yuejintan impactofuserbehavioronnetworkperformancereliability AT minzhang impactofuserbehavioronnetworkperformancereliability |