DocumentCode :
2452477
Title :
Performance modeling approach of grid service using Queueing Petri Nets
Author :
Zhang, Jin ; Gu, Jun ; Yang, Hengjian
Author_Institution :
Sch. of Comput. Sci. & Technol., China Univ. of Min. & Technol., Xuzhou, China
fYear :
2010
fDate :
24-27 Aug. 2010
Firstpage :
256
Lastpage :
261
Abstract :
Performance models are used increasingly throughout the phases of the development and running of grid systems. However, as grid systems grow in size and complexity, building models that accurately capture the different aspects of their behavior becomes a more and more challenging task. As a matter of fact, it is more practical to study grid service performance than to study the whole grid. We present a hierarchical structure of grid service and the concept of grid service execution graph. Then we study how Queueing Petri Net models can be exploited as a powerful performance prediction tool for grid service. A detailed performance model is built in a step-by-step fashion and then used to tackle performance evaluation problem of grid services. In addition to CPU and I/O capacity, it was demonstrated how some complex aspects of grid components behavior, such as service dependency style, reliability impact, and recovery ability, can be modeled. We show that this solution can be helpful to design, analyze and develop grid system more efficiently.
Keywords :
Petri nets; grid computing; queueing theory; grid service execution graph; grid systems; performance modeling approach; queueing Petri nets model; Analytical models; Fault tolerance; Fault tolerant systems; Firing; Petri nets; Quality of service; Grid service; performance modeling; queueing petri net; reliability;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Science and Education (ICCSE), 2010 5th International Conference on
Conference_Location :
Hefei
Print_ISBN :
978-1-4244-6002-1
Type :
conf
DOI :
10.1109/ICCSE.2010.5593640
Filename :
5593640
Link To Document :
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