Dispatching method and device based on distributed cluster

The invention provides a scheduling method and device based on a distributed cluster, which can be used in the financial field or other fields, and the method comprises the following steps: obtaining M application feature records of N resource object models in a target distributed cluster, N < = M; clustering processing based on a global optimization algorithm is carried out on the M application feature records, resource object model groups corresponding to K service scene categories are obtained, and K is a preset number of clustering centers; determining affinity relationship information and anti-affinity relationship information of the resource object models according to the resource object model groups corresponding to the K service scene categories; and completing resource object model scheduling in the target distributed cluster according to the affinity relationship information and the anti-affinity relationship information. According to the invention, the flexibility and adaptive capability of the con