QoS modeling and evaluation of mobile application service based on scene
The current static QoS model can not reflect the QoS time varying and location correlation of mobile application service.An QoS model was presented based on scene for mobile applications service.The QoS index system of mobile application service was defined and the QoS value matrix was constructed.F...
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| Format: | Article |
| Language: | zho |
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Editorial Department of Journal on Communications
2015-11-01
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| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2015288/ |
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| _version_ | 1841539564249808896 |
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| author | Yan-zhi HU Feng-bin ZHANG Zhi-chun GAN Tian TIAN Cai-hua YIN |
| author_facet | Yan-zhi HU Feng-bin ZHANG Zhi-chun GAN Tian TIAN Cai-hua YIN |
| author_sort | Yan-zhi HU |
| collection | DOAJ |
| description | The current static QoS model can not reflect the QoS time varying and location correlation of mobile application service.An QoS model was presented based on scene for mobile applications service.The QoS index system of mobile application service was defined and the QoS value matrix was constructed.Further,three types of assessment problems were proposed,which were QoS overall assessment,QoS assessment of specific region or specific time periods,and QoS assessment of hot region and busy time.By using genetic algorithm and data clustering algorithm,the location and time of the two scene conditions were quantified,which combine the region division of service request location density and the time division of service request frequency.According to the limiting conditions,QoS value matrix was reconstructed,and the service evaluation method was introduced based on the statistical analysis of the matrix.Finally,the normalized evaluation process and application framework of QoS were given. |
| format | Article |
| id | doaj-art-38943a9615ba4b4db47c8a552bedd8c2 |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2015-11-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-38943a9615ba4b4db47c8a552bedd8c22025-01-14T06:54:20ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2015-11-013611011759697636QoS modeling and evaluation of mobile application service based on sceneYan-zhi HUFeng-bin ZHANGZhi-chun GANTian TIANCai-hua YINThe current static QoS model can not reflect the QoS time varying and location correlation of mobile application service.An QoS model was presented based on scene for mobile applications service.The QoS index system of mobile application service was defined and the QoS value matrix was constructed.Further,three types of assessment problems were proposed,which were QoS overall assessment,QoS assessment of specific region or specific time periods,and QoS assessment of hot region and busy time.By using genetic algorithm and data clustering algorithm,the location and time of the two scene conditions were quantified,which combine the region division of service request location density and the time division of service request frequency.According to the limiting conditions,QoS value matrix was reconstructed,and the service evaluation method was introduced based on the statistical analysis of the matrix.Finally,the normalized evaluation process and application framework of QoS were given.http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2015288/mobile applicationservice qualitytime varyinglocation correlation |
| spellingShingle | Yan-zhi HU Feng-bin ZHANG Zhi-chun GAN Tian TIAN Cai-hua YIN QoS modeling and evaluation of mobile application service based on scene Tongxin xuebao mobile application service quality time varying location correlation |
| title | QoS modeling and evaluation of mobile application service based on scene |
| title_full | QoS modeling and evaluation of mobile application service based on scene |
| title_fullStr | QoS modeling and evaluation of mobile application service based on scene |
| title_full_unstemmed | QoS modeling and evaluation of mobile application service based on scene |
| title_short | QoS modeling and evaluation of mobile application service based on scene |
| title_sort | qos modeling and evaluation of mobile application service based on scene |
| topic | mobile application service quality time varying location correlation |
| url | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2015288/ |
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