Modeling Message Queueing Services with Reliability Guarantee in Cloud Computing Environment Using Colored Petri Nets
المؤلفون المشاركون
المصدر
Mathematical Problems in Engineering
العدد
المجلد 2015، العدد 2015 (31 ديسمبر/كانون الأول 2015)، ص ص. 1-20، 20ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2015-05-27
دولة النشر
مصر
عدد الصفحات
20
التخصصات الرئيسية
الملخص 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.
نمط استشهاد جمعية علماء النفس الأمريكية (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
نمط استشهاد الجمعية الأمريكية للغات الحديثة (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
نمط استشهاد الجمعية الطبية الأمريكية (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
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1073681
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر