An analytical model for reliability evaluation of cloud service provisioning systems

Fatimah M. Alturkistani, Saad S. Alaboodi, Sarfraz N. Brohi

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearch

1 Citation (Scopus)

Abstract

With the growing popularity of cloud computing, the reliability of cloud services has become a key concern of cloud service providers and users. Several researchers have studied the problem of cloud service reliability assurance. However, the complexity of the cloud service provisioning system and the deep dependency stack of its layered architecture make it challenging to evaluate the reliability of cloud services. In this paper, we propose a novel analytical model of cloud service provisioning systems reliability. Further, we provide a detailed methodology for evaluating cloud service reliability using reliability block diagrams and probabilistic methods. The proposed model can be used by cloud providers to assure the reliability of their cloud services. The results of a case study using simulated cloud computing infrastructure verify the effectiveness of the proposed model.

Original languageEnglish
Title of host publication2017 IEEE Conference on Dependable and Secure Computing
EditorsDoug Tygar, Chun-Ying Huang
Place of PublicationPiscataway NJ USA
PublisherIEEE, Institute of Electrical and Electronics Engineers
Pages340-347
Number of pages8
ISBN (Electronic)9781509055692, 9781509055685
ISBN (Print)9781509055708
DOIs
Publication statusPublished - 2017
Externally publishedYes
EventIEEE Conference on Dependable and Secure Computing 2017 - Taipei, Taiwan
Duration: 7 Aug 201710 Aug 2017
https://ieeexplore.ieee.org/xpl/conhome/8053489/proceeding (Proceedings)
https://dsc17.cs.nctu.edu.tw (Website)

Conference

ConferenceIEEE Conference on Dependable and Secure Computing 2017
CountryTaiwan
CityTaipei
Period7/08/1710/08/17
Internet address

Keywords

  • Cloud computing
  • Infrastructure as service
  • Reliability
  • Reliability block diagram

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