MODEL BASED SOLUTION FOR COMPUTING CHECKPOINTING INTERVAL FOR FAULT-TOLERANT ROLLBACK-RECOVERY IN ENTERPRISE SERVERS

Recently, reliable information processing has become a relevant topic with the increase of digitalization. It is especially essential for enterprises that process huge amounts of data every day. These processes require stability and reliability as their interruption might lead to various security issues. In order to tackle this, there are fault-tolerance algorithms that are specifically designed to prevent or recover faults. This paper focuses on developing a heuristic solution to find optimal checkpointing interval for rollback-recovery fault-tolerance algorithm. Authors propose a heuristic solution that utilizes CPU capabilities to determine how often checkpointing should be taken for reliable information processing. Research provides statistics and predictions of major research organizations highlighting the relevance of the topic. Paper also reviews related work devoted to this area of research, providing comparisons and overall analysis. The results of the work show that the proposed calculation method introduces minimal performance overhead, averaging 0.04 seconds to the average service time, while maintaining fault tolerance of the process. Authors indicate that this solution is suitable for proof-of-concept systems to efficiently determine optimal interval for checkpointing.

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Publication Details

Journal
Journal of problem in computer science and information technologies
Published
2025-04-03
DOI
https://doi.org/10.26577/jpcsit20253103
Primary Topic
Scheduling and Optimization Algorithms
Type
article
Field-Weighted Citation Impact
0.00
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article

MODEL BASED SOLUTION FOR COMPUTING CHECKPOINTING INTERVAL FOR FAULT-TOLERANT ROLLBACK-RECOVERY IN ENTERPRISE SERVERS

Gulnar Balakayeva, Paul Ezhilchelvan, Mukhit Zhanuzakov
Journal of problem in computer science and information technologies
Scheduling and Optimization Algorithms
article

MODEL BASED SOLUTION FOR COMPUTING CHECKPOINTING INTERVAL FOR FAULT-TOLERANT ROLLBACK-RECOVERY IN ENTERPRISE SERVERS

Gulnar Balakayeva, Paul Ezhilchelvan, Mukhit Zhanuzakov
article en

Abstract

Recently, reliable information processing has become a relevant topic with the increase of digitalization. It is especially essential for enterprises that process huge amounts of data every day. These processes require stability and reliability as their interruption might lead to various security issues. In order to tackle this, there are fault-tolerance algorithms that are specifically designed to prevent or recover faults. This paper focuses on developing a heuristic solution to find optimal checkpointing interval for rollback-recovery fault-tolerance algorithm. Authors propose a heuristic solution that utilizes CPU capabilities to determine how often checkpointing should be taken for reliable information processing. Research provides statistics and predictions of major research organizations highlighting the relevance of the topic. Paper also reviews related work devoted to this area of research, providing comparisons and overall analysis. The results of the work show that the proposed calculation method introduces minimal performance overhead, averaging 0.04 seconds to the average service time, while maintaining fault tolerance of the process. Authors indicate that this solution is suitable for proof-of-concept systems to efficiently determine optimal interval for checkpointing.

Journal of problem in computer science and information technologiesVol. 3(1)
Al-Farabi Kazakh National University (KZ), Newcastle University (GB)
Openalex Percentile: Top 92%
Scheduling and Optimization Algorithms
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MODEL BASED SOLUTION FOR COMPUTING CHECKPOINTING INTERVAL FOR FAULT-TOLERANT ROLLBACK-RECOVERY IN ENTERPRISE SERVERS — Gulnar Balakayeva, Paul Ezhilchelvan, et al. · Journal of problem in computer science and information technologies (2025) | TGRS Research Map | TGRS