The present application relates to the technical field of
algorithm network fusion and industrial edge real-time scheduling, and particularly relates to a burst task elastic
resource pool scheduling method and
system for an
algorithm network
scheduling system, comprising the following steps: based on a burst task entering a core scheduling layer, performing access normalization identification, combining a load level, an estimated
execution time length, a
network data dependency state and feature integrity into a burst task access description, and writing into a to-be-scheduled burst task
queue; based on the burst task access description, a current idle window of a real-time exclusive
core domain, a dynamic safety time boundary and an available resource state of an elastic
pool dedicated
core domain, obtaining a dual-domain routing resource plan. The present application generates a dual-domain routing resource plan, so that a lightweight, short-time and
network data ready task reuses a real-time exclusive
core domain idle window, and other tasks are forced to enter an elastic
pool dedicated core domain, thereby giving consideration to hard real-time determinacy and
resource utilization.