Using Queue Model to Evaluate the Reliability in Cloud Platforms

다국어 초록 (Multilingual Abstract)

In recent years, cloud platforms have been widely applied in various areas to provide flexible service for users. However, how to evaluate the reliability of cloud platforms still remains a challenging issue because of its complexity and dynamical characteristic. In this paper, we present a novel reliability evaluation model which is aiming at providing a technique to accurately evaluate the reliability of virtualized cloud platforms. The proposed model is deprived from the classical tree-structure based reliability model and incorporates some new mechanisms to overcome the shortcomings of previous models. Extensive experiments are conducted to investigate the effectiveness of the proposed model. The results shown that, comparing with the existing approaches, the proposed model can significantly improve the accuracy of reliability evaluation, especially when the target cloud platform is in presence of intensive workloads.

목차 (Table of Contents)

• Abstract
• 1. Introduction
• 2. Related Work
• 3. Analysis and Design of Reliability Model
• 3.1. Background and Motivation
• 3.2. Design of RMVC
• 3.3. Analysis of Task Execution Time
• 4. Experiments and Performance Comparison
• 4.1. Experimental Settings
• 4.2. Evaluation on Accuracy
• 4.3. Comparison of Scheduling Performance
• 5. Conclusion
• References