Microservice Resource Optimization Mechanism Based on the Model of Curve Inflection Point
Dong Xu, Yingjie Yang, Ruiqin Hu, Hongqi Zhang · 2022
Microservices are difficult to allocate resources due to their independent service deployment characteristics. Resource allocation based on the experience of operation and maintenance personnel will result in waste of microservice resources. Aiming at the problem of uneven resource allocation of microservices, based on the introduction of the curve inflection point model, this paper first uses the nonlinear least squares method to propose a curve function fitting method for microservice resource utilization; secondly, it designs the equilibrium similarity of microservice resource utilization. Quantitative algorithm, a two-stage resource balancing optimization strategy is given; finally, the two-stage resource optimization strategy is verified through experiments, which makes the microservice resources relatively balanced.