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Title:
a framework for detecting anomalous services in osgi-based applications
Author: Wang Tao ; Wei Jun ; Zhang Wenbo ; Zhong Hua
Source: Proceedings - 2012 IEEE 9th International Conference on Services Computing, SCC 2012
Conference Name: 2012 IEEE 9th International Conference on Services Computing, SCC 2012
Conference Date: June 24, 2012 - June 29, 2012
Issued Date: 2012
Conference Place: Honolulu, HI, United states
Indexed Type: EI
ISBN: 9780769547534
Department: (1) Institute of Software Chinese Academy of Sciences Beijing 100190 China; (2) Graduate University Chinese Academy of Sciences Beijing 100049 China
Sponsorship: IEEE; IEEE CS; TC-SVC; IBM; SAP
Abstract: The service-centric applications are composed of third-party services. These services delivered by different vendors are usually black-box components which lack source code and design documents. It is difficult to evaluate their quality by static code analysis. Detecting anomalous services online is important to improve the reliability of these applications. This paper presents a framework for detecting anomalous services in the OSGi-based applications, followed by a method of monitoring services. We propose a method to monitor the resource utilization and interaction of services through tracing thread transfer. In addition, we detect anomalous services with XmR control charts. A prototype tool was implemented and applied in an application server. The experimental results show that our method 1) is of high accuracy for monitoring the resource utilization of the OSGi-based services; 2) does not introduce significant overhead; 3) can detect anomalous services effectively. © 2012 IEEE.
English Abstract: The service-centric applications are composed of third-party services. These services delivered by different vendors are usually black-box components which lack source code and design documents. It is difficult to evaluate their quality by static code analysis. Detecting anomalous services online is important to improve the reliability of these applications. This paper presents a framework for detecting anomalous services in the OSGi-based applications, followed by a method of monitoring services. We propose a method to monitor the resource utilization and interaction of services through tracing thread transfer. In addition, we detect anomalous services with XmR control charts. A prototype tool was implemented and applied in an application server. The experimental results show that our method 1) is of high accuracy for monitoring the resource utilization of the OSGi-based services; 2) does not introduce significant overhead; 3) can detect anomalous services effectively. © 2012 IEEE.
Language: 英语
Content Type: 会议论文
URI: http://ir.iscas.ac.cn/handle/311060/15756
Appears in Collections:软件所图书馆_会议论文

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Recommended Citation:
Wang Tao,Wei Jun,Zhang Wenbo,et al. a framework for detecting anomalous services in osgi-based applications[C]. 见:2012 IEEE 9th International Conference on Services Computing, SCC 2012. Honolulu, HI, United states. June 24, 2012 - June 29, 2012.
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