The invention discloses a heterogeneous
resource management method for a containerized platform of an
underwater acoustic
signal processor, and belongs to the technical field of the containerized platform of the
underwater acoustic
signal processor, and the method comprises the steps: constructing a unified capability representation
resource pool, and quantifying the
hardware architecture of a heterogeneous calculation unit and the performance of an
underwater acoustic reference
algorithm; analyzing an underwater sound task to generate an
acoustic processing logic diagram containing nodes and dependency relationships; according to the
algorithm type and real-time constraint of each node in the graph, matching mapping is carried out by combining the performance of the
resource pool and the load state, and a task-is generated; a resource mapping scheme; instantiating the
processing container, connecting the container according to a data flow through a
software defined network, configuring storage, and forming a
distributed computing pipeline; and during operation, monitoring performance and triggering dynamic rescheduling and reconstruction. According to the method, fine scheduling of heterogeneous resources, intelligent deployment of task
assembly lines and
adaptive optimization are realized, and the underwater acoustic
signal processing efficiency, the real-time guarantee and the
resource utilization rate are improved.