The present application relates to the technical field of distributed
system testing and operation and maintenance monitoring, and particularly relates to a
server test environment automatic monitoring method and
system, comprising: collecting a micro-service cluster directed call topology structure, constructing a distributed
cell layer with node and edge vector spaces;
parsing data
serialization rules to extract constraint restriction mapping matrices, assembling a Hodge-Dirac operator; obtaining real-time business
state vector groups to splice into zero-order co-chains, using the operator to solve an algebraic Laplace matrix to calculate a quadratic form
energy functional; when determining that the quadratic form
energy functional is greater than zero, generating an early warning
signal, constructing and solving a discrete layer
diffusion dynamics equation based on the algebraic Laplace matrix, obtaining a state compensation update matrix; finally, analyzing the state compensation update matrix into reverse
rollback and cache erasure instructions, and submitting the instructions to a service mesh data plane proxy component for execution. The present application realizes code-free cross-node semantic conflict quantification and distributed consistency state self-healing
closed loop.