paas-oriented performance modeling for cloud computing

ISCAS OpenIR

	paas-oriented performance modeling for cloud computing
	Zhang Wenbo; Huang Xiang; Chen Ningjiang; Wang Wei; Zhong Hua
	2012
会议名称	36th IEEE Annual International Computer Software and Applications Conference, COMPSAC 2012
会议录名称	Proceedings - International Computer Software and Applications Conference
页码	395-404
会议日期	July 16, 2012 - July 20, 2012
会议地点	Izmir, Turkey
收录类别	EI
ISSN	0730-3157
ISBN	9780769547367
部门归属	(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
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.; 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.
关键词	Cloud Computing Network Layers
主办者	IEEE; IEEE Computer Society
语种	英语
内容类型	会议论文
URI标识	http://ir.iscas.ac.cn/handle/311060/15861
专题	中国科学院软件研究所
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],2012:395-404.