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Security, Scale, and Speed for Healthcare Big Data

技术
  • 分析与建模 - 大数据分析
  • 网络安全和隐私 - 云安全
  • 网络与连接 - 网络管理和分析软件
  • 平台即服务 (PaaS) - 数据管理平台
适用行业
  • 医疗保健和医院
适用功能
  • 物流运输
  • 质量保证
用例
  • 网络安全
  • 预测性维护
  • 远程资产管理
服务
  • 云规划/设计/实施服务
  • 网络安全服务
  • 数据科学服务
挑战
In a world of shrinking budgets and rising rates of chronic disease, health information exchanges (HIEs) are an essential element of national and regional efforts to improve healthcare and contain costs. HIEs establish an interoperable framework for healthcare providers to share secure patient information across disparate electronic health record (EHR) platforms and other information systems. However, the challenge lies in creating a flexible, reliable, and scalable analytics platform that could ingest large volumes of diverse data types and provide high performance for batch and interactive processing. Since healthcare providers face steep penalties if they fail to secure protected health information (PHI), the solution also required a robust security architecture that could keep pace with interactive performance requirements as deployments grew.
关于客户
Informatics Corporation of America (ICA) is a leader in the push to make HIEs a practical and powerful reality. ICA has deep clinical roots at Vanderbilt Medical Center, and its CareAlign* suite of software-as-a-service (SaaS) health IT tools and CareAlign Exchange* HIE combine ease of use with advanced capabilities for physicians, hospitals, health agencies, and other healthcare stakeholders. CareAlign Exchange aggregates data from diverse EHRs within a medical community, converts the data to actionable information, and makes it securely available to authorized participants of the community.
解决方案
ICA designed a stateless implementation, reducing the risk of data theft but requiring that every service call go through security negotiations. ICA uses Intel® Advanced Encryption Standard New Instructions (Intel® AES-NI) to accelerate full disk encryption and session encryption, helping ICA and its customers avoid traditional performance penalties and allowing encryption to scale affordably as the solution grows. Intel AES-NI is one of a variety of solutions that embed key security functionality in the hardware of select Intel processors and chipsets. Innovations such as Intel AES-NI enable more vulnerability-resistant platforms and, in ICA's use of Intel AES-NI, help improve the experience for clinical end users. As an enterprise NoSQL database, MarkLogic gives ICA and its users flexibility and scale to process varied data types in large volumes at near real-time speeds. MarkLogic is highly parallel, and designed to scale horizontally across industry-standard server platforms.
运营影响
  • Developed an enterprise-ready HIE architecture that enhances security and can scale quickly and affordably to handle millions of patient records.
  • Customers are using CareAlign Exchange to connect communities of healthcare providers, deliver more coordinated care, and manage population health.
  • The solution allows ICA to utilize whatever data are contained in the medical records they receive, giving customers the benefit of making use of all the data, without the worries of translating different standards to a single format.
数量效益
  • Reduced the cost of encryption in terms of processing power, leading to cost savings in hardware.
  • Significantly reduced the noise in data, making it easier for healthcare providers to access relevant information quickly.

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