Artificial Intelligence-Driven Fault Tolerance Mechanisms for Distributed Systems Using Deep Learning Model
Anila Gogineni
2023Journal of Artificial Intelligence Machine Learning and Data Science13 citationsDOIOpen Access PDF
Abstract
<p>The foundation of technical advancement recently has been distributed systems. New technological developments, such as the internet of things, have it as their basis. However, permitting the failure of a single component within the system does not bring the whole system down, which is easily achieved through the use of distributed systems. This paper analyzes the use of deep learning models in artificial intelligence (AI) driven fault tolerance mechanisms for fault detection and fault mitigations in distributed systems. </p>
Topics & Concepts
Computer scienceDeep learningFault toleranceArtificial intelligenceDistributed computingSoftware System Performance and ReliabilityIoT and Edge/Fog ComputingSmart Grid Security and Resilience