Architectural blueprints for deploying high-throughput, HIPAA-compliant event streaming platforms on modern cloud infrastructure.
Traditional REST APIs fail under the bursty load of thousands of connected devices reporting at 8:00 AM. Event-driven streaming architectures buffer incoming packets reliably, ensuring zero telemetry loss during peak hospital hours.
Storing billions of vital sign data points requires specialized time-series databases like TimescaleDB or Amazon Timestream, optimizing storage costs while providing sub-second analytical queries over multi-year clinical histories.
All data in transit is encrypted using TLS 1.3 with forward secrecy, while databases utilize envelope encryption with customer-managed keys (CMK) in dedicated hardware security modules.