| Title: | paas-oriented performance modeling for cloud computing |
| Author: | Zhang Wenbo
; Huang Xiang
; Chen Ningjiang
; Wang Wei
; Zhong Hua
|
| Source: | Proceedings - International Computer Software and Applications Conference
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| Conference Name: | 36th IEEE Annual International Computer Software and Applications Conference, COMPSAC 2012
|
| Conference Date: | July 16, 2012 - July 20, 2012
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| Issued Date: | 2012
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| Conference Place: | Izmir, Turkey
|
| Keyword: | Cloud computing
; Network layers
|
| Indexed Type: | EI
|
| ISSN: | 0730-3157
|
| ISBN: | 9780769547367
|
| Department: | (1) Technology Center of Software Engineering Chinese Academy of Sciences Institute of Software Beijing China; (2) College of Computer Electronic and Information Guangxi University Nanning China
|
| Sponsorship: | IEEE; IEEE Computer Society
|
| Abstract: | 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. |
| English Abstract: | 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. |
| Language: | 英语
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| Content Type: | 会议论文
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| URI: | http://ir.iscas.ac.cn/handle/311060/15861
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| Appears in Collections: | 软件所图书馆_会议论文
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| Recommended Citation: | |
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.
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