paas-oriented performance modeling for cloud computing
文献类型：会议论文
| 作者 | Zhang Wenbo ; Huang Xiang ; Chen Ningjiang ; Wang Wei ; Zhong Hua |
| 出版日期 | 2012 |
| 会议名称 | 36th IEEE Annual International Computer Software and Applications Conference, COMPSAC 2012 |
| 会议日期 | July 16, 2012 - July 20, 2012 |
| 会议地点 | Izmir, Turkey |
| 关键词 | Cloud computing Network layers |
| 页码 | 395-404 |
| 中文摘要 | PaaS is one of the most popular paradigms of cloud computing and the performance guarantee of PaaS-oriented applications has been critically concerned. Performance models, such as a Layer Queue Network (LQN) model, are efficient at performance guaranteeing in a highly dynamic computing environment for their capabilities of capacity planning. However, it is not a trivial work to build and employ such models for a PaaS platform because of the lack of designs and the transaction-intensive feature of the PaaS-oriented applications. In this paper, a PaaS-oriented performance modeling approach is proposed. The LQN model of the PaaSoriented application can be dynamically built through tracing their interactions with the PaaS platform. And the CPU consumptions, which are important to the accuracy of the LQN model, can be refined through a Kalman-filter method. A modeling tool is implemented and experimental results have shown the effectiveness of our approach. © 2012 IEEE. |
| 英文摘要 | PaaS is one of the most popular paradigms of cloud computing and the performance guarantee of PaaS-oriented applications has been critically concerned. Performance models, such as a Layer Queue Network (LQN) model, are efficient at performance guaranteeing in a highly dynamic computing environment for their capabilities of capacity planning. However, it is not a trivial work to build and employ such models for a PaaS platform because of the lack of designs and the transaction-intensive feature of the PaaS-oriented applications. In this paper, a PaaS-oriented performance modeling approach is proposed. The LQN model of the PaaSoriented application can be dynamically built through tracing their interactions with the PaaS platform. And the CPU consumptions, which are important to the accuracy of the LQN model, can be refined through a Kalman-filter method. A modeling tool is implemented and experimental results have shown the effectiveness of our approach. © 2012 IEEE. |
| 收录类别 | EI |
| 会议主办者 | IEEE; IEEE Computer Society |
| 会议录 | Proceedings - International Computer Software and Applications Conference
 |
| 语种 | 英语 |
| ISSN号 | 0730-3157 |
| ISBN号 | 9780769547367 |
| 源URL | [http://ir.iscas.ac.cn/handle/311060/15861]  |
| 专题 | 软件研究所_软件所图书馆_会议论文 |
| 推荐引用方式 GB/T 7714 | Zhang Wenbo,Huang Xiang,Chen Ningjiang,et al. paas-oriented performance modeling for cloud computing[C]. 见:36th IEEE Annual International Computer Software and Applications Conference, COMPSAC 2012. Izmir, Turkey. July 16, 2012 - July 20, 2012. |
入库方式： OAI收割
来源：软件研究所
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