OPTIMIZING CLOUD SOLUTIONS: STREAMLINING HEALTHCARE DATA LAKES FOR COST EFFICIENCY
Keywords:
Healthcare Cloud Optimization, Edge Computing Analytics, Data Lake Management, Cloud Cost Governance, Healthcare Security ComplianceAbstract
This comprehensive article explores the evolving landscape of healthcare data management and cloud cost optimization strategies. The article examines healthcare organizations' dual challenges in managing sensitive medical data while optimizing cloud infrastructure costs. It investigates the implementation of edge computing solutions, cloud-based data lakes, and advanced security frameworks in healthcare settings. The article provides detailed insights into compute resource management, cluster optimization, storage efficiency, and cost governance in healthcare cloud environments. Through analysis of real-world implementations across multiple healthcare organizations, the article demonstrates the significant impact of comprehensive cloud optimization strategies on operational efficiency, cost reduction, and data security. The findings highlight the transformative potential of modern cloud architectures in addressing the technical and financial challenges of healthcare's digital transformation.
References
Stanford Healthcare, "Stanford Health Care Fiscal Years 2023–2025 Implementation Strategy," Nov. 2022. [Online]. Available: https://stanfordhealthcare.org/content/dam/SHC/about-us/public-services-and-community-partnerships/docs/SHC-IS-Report-23-25-w-health-profiles.pdf
Healthcare Information and Management Systems Society, "2023 HIMSS Healthcare Cybersecurity Survey," HIMSS Analytics, 2023. [Online]. Available: https://gkc.himss.org/sites/hde/files/media/file/2024/03/01/2023-himss-cybersecurity-survey-x.pdf
Alexandru Rancea, Ionut Anghel, and Tudor Cioara, "Edge Computing in Healthcare: Innovations, Opportunities, and Challenges," Future Internet 2024, 16(9), 329, Sept. 2024. [Online]. Available: https://www.mdpi.com/1999-5903/16/9/329
Sara Siegel, "2024 Global Health Care Sector Outlook," Deloitte, 2024. [Online]. Available: https://www.deloitte.com/global/en/Industries/life-sciences-health-care/analysis/global-health-care-outlook.html
IBM Security, "Cost of a Data Breach Report 2024," IBM Security Research Division, 2024. [Online]. Available: https://www.ibm.com/downloads/documents/us-en/107a02e94948f4ec
Tracy Woo, "The Forrester Wave™: Cloud Cost Management And Optimization Solutions, Q3 2024," Forrester Research, July 24, 2024. [Online]. Available: https://reprint.forrester.com/reports/the-forrester-wavetm-cloud-cost-management-and-optimization-solutions-81e53d94/index.html?utm_source=finopsweekly.com&utm_medium=referral&utm_campaign=how-to-save-85-on-25-billion-events
Oiendrilla Das, Jennifer Rouse, and Ryan Greene, "Healthcare Industry Guide to AWS re:Invent 2024," AWS for Industries, 01 OCT 2024. [Online]. Available: https://aws.amazon.com/blogs/industries/healthcare-industry-guide-to-aws-reinvent-2024/
HealthTechZone, "Managing Cloud Costs in the Health Industry: A Practical Guide," August 08, 2023. [Online]. Available: https://www.healthtechzone.com/topics/healthcare/articles/2023/08/08/456721-managing-cloud-costs-the-health-industry-practical-guide.htm
Forrester, "The Total Economic Impact™ Of VMware Cloud Foundation Automation," VMware Technical Library, 2024. [Online]. Available: https://www.vmware.com/docs/the-total-economic-impact-of-vmware-cloud-foundation-automation
Manoj Muniswamaiah, Charles Tappert, "Query Optimization for Big Data Analytics in Healthcare Over Heterogeneous Databases," International Journal of Advanced Computational Engineering and Networking, ISSN(p): 2320-2106, ISSN(e): 2321-2063 Volume-7, Issue-8, Aug.-2019. [Online]. Available: https://www.iraj.in/journal/journal_file/journal_pdf/3-591-156949783020-24.pdf
Sabyasachi Dash, Sushil Kumar Shakyawar, Mohit Sharma & Sandeep Kaushik, "Big data in healthcare: management, analysis and future prospects," Journal of Big Data volume 6, Article number: 54 (2019), 19 June 2019. [Online]. Available: https://journalofbigdata.springeropen.com/articles/10.1186/s40537-019-0217-0
StartUs Insights, "Emerging Healthcare Technology: What You Need to Know in 2025 & Beyond." [Online]. Available: https://www.startus-insights.com/innovators-guide/healthcare-technology/
