Powering Health Care in the Cloud: How VM Optimization Is Modernizing Healthcare Infrastructure

The transition of healthcare organizations to cloud computing represents a transformative shift in information technology infrastructure management. This comprehensive article examines how virtual machine optimization is revolutionizing healthcare delivery through specialized cloud architectures. The migration from traditional on-premises systems to cloud-based Electronic Health Record platforms delivers substantial advantages in scalability, cost efficiency, and performance. Healthcare workloads present unique challenges requiring purpose-built cloud configurations with enhanced input/output operations, latency sensitivity, and security protocols. The article explores five critical domains: migration imperatives, performance engineering, high availability architectures, compliance frameworks, and specialized workload optimizations. Evidence demonstrates that properly configured cloud environments significantly enhance system reliability, reduce operational costs, strengthen security postures, and enable advanced capabilities in medical imaging, analytics, and telehealth. These optimizations collectively empower healthcare providers to deliver more responsive, resilient, and innovative patient care while maintaining strict regulatory compliance and data protection standards. The evolution of healthcare-specific virtual machine architectures marks a pivotal advancement in clinical information systems, creating technological foundations capable of supporting next-generation healthcare delivery models.

Authors

Publication Details

Journal
European Journal of Computer Science and Information Technology
Published
2025-05-15
DOI
https://doi.org/10.37745/ejcsit.2013/vol13n39152162
Primary Topic
IoT and Edge/Fog Computing
Type
article
Field-Weighted Citation Impact
0.00
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article

Powering Health Care in the Cloud: How VM Optimization Is Modernizing Healthcare Infrastructure

Priyadarshni Shanmugavadivelu
European Journal of Computer Science and Information Technology
IoT and Edge/Fog Computing
article

Powering Health Care in the Cloud: How VM Optimization Is Modernizing Healthcare Infrastructure

Priyadarshni Shanmugavadivelu
article en

Abstract

The transition of healthcare organizations to cloud computing represents a transformative shift in information technology infrastructure management. This comprehensive article examines how virtual machine optimization is revolutionizing healthcare delivery through specialized cloud architectures. The migration from traditional on-premises systems to cloud-based Electronic Health Record platforms delivers substantial advantages in scalability, cost efficiency, and performance. Healthcare workloads present unique challenges requiring purpose-built cloud configurations with enhanced input/output operations, latency sensitivity, and security protocols. The article explores five critical domains: migration imperatives, performance engineering, high availability architectures, compliance frameworks, and specialized workload optimizations. Evidence demonstrates that properly configured cloud environments significantly enhance system reliability, reduce operational costs, strengthen security postures, and enable advanced capabilities in medical imaging, analytics, and telehealth. These optimizations collectively empower healthcare providers to deliver more responsive, resilient, and innovative patient care while maintaining strict regulatory compliance and data protection standards. The evolution of healthcare-specific virtual machine architectures marks a pivotal advancement in clinical information systems, creating technological foundations capable of supporting next-generation healthcare delivery models.

European Journal of Computer Science and Information TechnologyVol. 13(39)
Industry, innovation and infrastructure
Openalex Percentile: Top 85%
IoT and Edge/Fog Computing
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