DEVOPS AND AI FOR PREDICTIVE MAINTENANCE IN HEALTHCARE IT INFRASTRUCTURE

The research proposes a study of healthcare IT structures implementing AI-Predictive Maintenance with DevOps Implementation because of limited downtime, workload reliability, and cost.Through the use of cases and a review of real-world applications, the study outlines how the AI algorithms flag areas of failure for correction before they occur and the role of DevOps in enhancing teamwork and automation in the maintenance process.The results show that various positive impacts include; the boost of the system performance, the decrease of operational costs, and the overall better patient care results.Still, based on the findings of the research like the issue of high initial investments and regulatory challenges, embracing AI and utilizing DevOps will create value in protecting and enhancing the resiliency and effectiveness of healthcare IT environments.

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Publication Details

Journal
INTERNATIONAL JOURNAL OF COMPUTER ENGINEERING & TECHNOLOGY
Published
2025-01-28
DOI
https://doi.org/10.34218/ijcet_16_01_108
Citations
1
Primary Topic
Quality and Safety in Healthcare
Type
article
Field-Weighted Citation Impact
3.53
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article

DEVOPS AND AI FOR PREDICTIVE MAINTENANCE IN HEALTHCARE IT INFRASTRUCTURE

Sidhartha Velishala
1 citations
INTERNATIONAL JOURNAL OF COMPUTER ENGINEERING & TECHNOLOGY
Quality and Safety in Healthcare
3.53
article

DEVOPS AND AI FOR PREDICTIVE MAINTENANCE IN HEALTHCARE IT INFRASTRUCTURE

Sidhartha Velishala
article en
1 citations

Abstract

The research proposes a study of healthcare IT structures implementing AI-Predictive Maintenance with DevOps Implementation because of limited downtime, workload reliability, and cost.Through the use of cases and a review of real-world applications, the study outlines how the AI algorithms flag areas of failure for correction before they occur and the role of DevOps in enhancing teamwork and automation in the maintenance process.The results show that various positive impacts include; the boost of the system performance, the decrease of operational costs, and the overall better patient care results.Still, based on the findings of the research like the issue of high initial investments and regulatory challenges, embracing AI and utilizing DevOps will create value in protecting and enhancing the resiliency and effectiveness of healthcare IT environments.

INTERNATIONAL JOURNAL OF COMPUTER ENGINEERING & TECHNOLOGYVol. 16(1)
Observer Research Foundation (IN)
Industry, innovation and infrastructure
Openalex Percentile: Top 11%
Quality and Safety in Healthcare
3.53
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