Modeling Message Queueing Services with Reliability Guarantee in Cloud Computing Environment Using Colored Petri Nets
Joint Authors
Source
Mathematical Problems in Engineering
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-20, 20 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-05-27
Country of Publication
Egypt
No. of Pages
20
Main Subjects
Abstract EN
Motivated by the need for loosely coupled and asynchronous dissemination of information, message queues are widely used in large-scale application areas.
With the advent of virtualization technology, cloud-based message queueing services (CMQSs) with distributed computing and storage are widely adopted to improve availability, scalability, and reliability; however, a critical issue is its performance and the quality of service (QoS).
While numerous approaches evaluating system performance are available, there is no modeling approach for estimating and analyzing the performance of CMQSs.
In this paper, we employ both the analytical and simulation modeling to address the performance of CMQSs with reliability guarantee.
We present a visibility-based modeling approach (VMA) for simulation model using colored Petri nets (CPN).
Our model incorporates the important features of message queueing services in the cloud such as replication, message consistency, resource virtualization, and especially the mechanism named visibility timeout which is adopted in the services to guarantee system reliability.
Finally, we evaluate our model through different experiments under varied scenarios to obtain important performance metrics such as total message delivery time, waiting number, and components utilization.
Our results reveal considerable insights into resource scheduling and system configuration for service providers to estimate and gain performance optimization.
American Psychological Association (APA)
Li, Jing& Cui, Yidong& Ma, Yan. 2015. Modeling Message Queueing Services with Reliability Guarantee in Cloud Computing Environment Using Colored Petri Nets. Mathematical Problems in Engineering،Vol. 2015, no. 2015, pp.1-20.
https://search.emarefa.net/detail/BIM-1073681
Modern Language Association (MLA)
Li, Jing…[et al.]. Modeling Message Queueing Services with Reliability Guarantee in Cloud Computing Environment Using Colored Petri Nets. Mathematical Problems in Engineering No. 2015 (2015), pp.1-20.
https://search.emarefa.net/detail/BIM-1073681
American Medical Association (AMA)
Li, Jing& Cui, Yidong& Ma, Yan. Modeling Message Queueing Services with Reliability Guarantee in Cloud Computing Environment Using Colored Petri Nets. Mathematical Problems in Engineering. 2015. Vol. 2015, no. 2015, pp.1-20.
https://search.emarefa.net/detail/BIM-1073681
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1073681