The invention relates to the technical field of
data recording, and discloses a high-speed
data recording method and
system based on multi-
bus heterogeneous fusion, and the high-speed
data recording method based on multi-
bus heterogeneous fusion comprises the steps: collecting real-
time data characteristic parameters of each heterogeneous
bus, and constructing a characteristic vector; extracting a
time sequence mode of each bus
feature vector; dynamically adjusting a cache
resource allocation proportion of each bus based on a
reinforcement learning technology; constructing a bus data feature
knowledge graph by pre-training a basic strategy model under a plurality of working conditions; recognizing
system working condition changes and triggering
strategy switching; a two-stage cache architecture is realized, and the cache size of each bus is dynamically adjusted according to the cache
resource allocation proportion; according to the method and the device, the technical problems that cache
resource distribution is fixed in heterogeneous bus data recording, the adaptability to burst data streams is insufficient, and the performance is temporarily reduced during working condition switching are solved, and efficient cache
resource utilization and stable data recording are realized.