ORCID Identifiers
Document Type
Article
Source of Publication
Mathematical Problems in Engineering
Publication Date
2-8-2022
Abstract
Fault tolerance in cloud computing is considered as one of the most vital issues to deliver reliable services. Checkpoint/restart is one of the methods used to enhance the reliability of the cloud services. However, many existing methods do not focus on virtual machine (VM) failure that occurs due to the higher response time of a node, byzantine fault, and performance fault, and existing methods also ignore the optimization during the recovery phase. This paper proposes a checkpoint/restart mechanism to enhance reliability of cloud services. Our work is threefold: (1) we design an algorithm to identify virtual machine failure due to several faults; (2) an algorithm to optimize the checkpoint interval time is designed; (3) lastly, the asynchronous checkpoint/restart with log-based recovery mechanism is used to restart the failed tasks. The valuation results obtained using a real-time dataset shows that the proposed model reduces power consumption and improves the performance with a better fault tolerance solution compared to the nonoptimization method.
DOI Link
ISSN
Publisher
Hindawi
Volume
2022
Disciplines
Computer Sciences
Scopus ID
Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 International License.
Recommended Citation
Kumar T, Satish; H S, Madhusudhan; Mustapha, S. M. F. D. Syed; Gupta, Punit; and Tripathi, Rajan Prasad, "Intelligent Fault-Tolerant Mechanism for Data Centers of Cloud Infrastructure" (2022). All Works. 4891.
https://zuscholars.zu.ac.ae/works/4891
Indexed in Scopus
yes
Open Access
yes
Open Access Type
Gold: This publication is openly available in an open access journal/series