数字健康的可持续未来:利用环境友好的建筑策略来实现可持续的数据处理
Tia Haddad1, Pushpa Kumarapeli1, Simon de Lusignan2
1School of Computer Science and Mathematics, Kingston University London.
Studies in health technology and informatics
|May 17, 2025
概括
本研究引入了评估大医疗数据 (BHD) 系统环境可持续性的框架. 它通过能源和碳效率指标来增强微服务架构 (MSA),以实现更绿色的数据处理.
科学领域:
- 计算机科学 计算机科学
- 环境科学 环境科学
- 医疗保健信息学 医疗保健信息学
背景情况:
- 大数据在医疗保健中的指数增长带来了重大的环境挑战.
- 优化数据处理对于减轻医疗保健系统的生态足迹至关重要.
- 目前的微服务架构 (MSA) 缺乏综合的环境可持续性指标.
研究的目的:
- 提出和评估一个试点架构框架,以评估大医疗数据 (BHD) 系统的可持续性.
- 将环保指标集成到MSA中,用于医疗保健应用.
- 增强BHD系统中能源和碳效率的建筑策略.
主要方法:
- 为使用MSA的BHD系统开发了一个试点架构框架.
- 将能源和碳效率模型纳入框架.
- 雇佣了一个实时监控和建模的控制器,以调整云原生架构中的微服务部署.
主要成果:
- 该框架允许在BHD系统中的各种抽象级别评估可持续性.
- 证明了将可持续性驱动的指标应用于云原生医疗保健架构的可行性.
- 提供了一种从多个角度估计 BHD 系统对环境的影响的方法.
结论:
- 拟议的框架提供了一种新的方法来衡量和改善医疗数据处理的环境可持续性.
- 将能源和碳效率指标集成到MSA中是一个可行的战略,用于更绿色的BHD系统.
- 这项研究为更环保的医疗数据基础设施的设计和运行铺平了道路.
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