This invention provides a method and
system for integrating distributed edge
data center computing power based on DPU, relating to the processor field. The method involves: transmitting parameter
replica management data and
consistency control function data to the DPU layer corresponding to the DPU card deployed within the edge
data center, obtaining the target DPU layer; constructing a hardware-layered communication topology combining intra-
data center aggregation and cross-data center controlled transmission within the target DPU layer, obtaining the target DPU, which performs bandwidth awareness,
QoS scheduling, cross-data center parameter coordination, and
traffic shaping control; transmitting gradient
processing and parameter synchronization
control logic data corresponding to the edge data center to the target DPU, and performing hardware-level offloading and cross-data center intelligent scheduling through the target DPU; and controlling GPU
resource virtualization and
network virtualization through the target DPU, so that multiple edge data centers logically form a unified training
resource pool, resulting in the distributed edge data center computing power integration.