The invention provides a graph data communication intensity mapping method and
system based on
optical transport network topology. According to the method, an adjacent matrix is established by extracting graph
data structure information, vertex centrality and a
clustering coefficient are calculated, and a graph data communication
feature matrix is generated; oTN network equipment information and
optical link topology are collected, link parameters and
wavelength resource states are measured, and an OTN
physical network feature matrix is obtained; establishing a double-layer mapping relation matrix through a resource
mapping algorithm; integrating the communication frequency, the time
delay sensitivity, the
bandwidth requirement, the
wavelength resource and the topological matching degree, and calculating a communication strength weight matrix; generating a candidate
layout scheme, performing multi-dimensional evaluation, and determining an optimized
data layout scheme; and dynamically adjusting the mapping relation by adopting an incremental updating
algorithm. According to the invention, the efficient
collaboration of the graph computing task and the
optical transport network resource is realized, and the performance and
resource utilization efficiency of the distributed graph computing
system are obviously improved.