Abstract: A monitoring system, an atrial fibrillation comprehensive management method and a monitoring data display method are disclosed. The atrial fibrillation comprehensive management method includes acquiring monitoring data of at least two vital sign parameters of a patient, where the at least two vital sign parameters comprise an electrocardiogram parameter; acquiring information of an atrial fibrillation event occurring in the patient; and displaying an atrial fibrillation comprehensive view according to the acquired information of the atrial fibrillation event and the acquired monitoring data of the at least two vital sign parameters. The atrial fibrillation comprehensive view includes a trend graph of at least two vital sign parameters, an atrial fibrillation event trend graph and an atrial fibrillation load graph.

Abstract: Systems and methods are provided for performing temporal graph computing. One method may comprise receiving an input temporal graph that have a plurality of edges with each edge connecting from one vertex instance to another vertex instance, generating in-vertices and out-vertices for each vertex instance, merging the in-vertices and out-vertices into hub vertices for each vertex instance and generating a directed acyclic graph (DAG), receiving a minimum path problem, and scanning the DAG once to provide a solution to the minimum path problem. The merging of vertices and generation of the DAG may be performed by sorting all out-vertices using a 2-dimensional radix sort, generating a respective set of hub vertices for each vertex instance, relabeling the in-vertices and the out-vertices to their respective hub vertices for each vertex instance by a parallel binary search and updating edges affected by the relabeling, and assembling relabeled edges and vertices.