HETEROGENEOUS MULTI-CORE PROCESSING SYSTEMS AND DATA ROUTING METHODS FOR HIGH-THROUGHPUT MODEL PREDICTIVE MEDICAL SYSTEMS

摘要

A heterogeneous multiple core control system for predictive medical monitoring is provided. The system includes a first processor platform that is optimized for serialized computation and a second processor platform that is optimized for parallelized computation. A memory stores instructions that are executed by either the first processor platform or the second processor platform to provide the functionality of the system. By executing the instructions, the system determines whether a condition of a first patient is to be monitored using a primarily parallelized model or a primarily serialized model. The predicted condition is calculated using the primarily parallelized model by executing the primarily parallelized model on the second processor platform. The predicted condition is calculated using the primarily serialized model by executing the primarily serialized model on the first processor platform.

主权项

1. A heterogeneous multiple core control system for predictive medical monitoring comprising:
a first processor platform optimized for serialized computation; a second processor platform optimized for parallelized computation; and a memory storing instructions that, when executed by the first processor platform and the second processor platform, cause the system to
determine whether a condition of a first patient is to be monitored using a primarily parallelized model or a primarily serialized model,calculate a predicted condition of the first patient using the primarily parallelized model by executing the primarily parallelized model on the second processor platform, andcalculate the predicted condition of the first patient using the primarily serialized model by executing the primarily serialized model on the first processor platform.