Fault Tolerance in Software Systems:: Principles, Techniques, and Applications in Optimization Algorithms - Couverture souple

Salih Idries, Nadir Kamal

 
9786208848309: Fault Tolerance in Software Systems:: Principles, Techniques, and Applications in Optimization Algorithms
Couverture souple
ISBN 10 : 620884830X ISBN 13 : 9786208848309
Editeur : Scholars' Press, 2025

Synopsis

Fault tolerance is a fundamental aspect of software engineering, particularly in systems where high reliability and uninterrupted operation are paramount. Within the domain of optimization algorithms—which are widely applied in areas such as artificial intelligence and operations research—fault tolerance plays a crucial role in ensuring that systems remain operational and accurate even in the presence of errors or failures.This overview examines the core principles of fault tolerance, the methodologies employed to achieve it, and its relevance in the context of optimization algorithms. These algorithms are designed to identify the optimal solution from a range of possible options. Given their computational intensity and often prolonged execution times, they are inherently vulnerable to faults. Implementing fault tolerance in such scenarios enables the optimization process to either continue seamlessly or recover effectively from disruptions.Building fault-tolerant systems involves integrating strategies such as redundancy, fault detection, and recovery mechanisms. Techniques like checkpointing and replication are commonly used to enhance system resilience.

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Éditeur
Scholars' Press
Date d'édition
2025
Langue
anglais
ISBN 10 
620884830X
ISBN 13 
9786208848309
Reliure
Broché
Nombre de pages
132
Coordonnées du fabricant
non disponible
Personne responsable
non disponible