The invention relates to the technical field of
information processing, in particular to an elastic capacity expansion and
contraction method, device and equipment for a container arrangement platform and a storage medium, and solves the problem of insufficient service
perception of a traditional HPA by collecting resource indexes and service indexes of containers in real time and performing joint modeling on the service indexes and
system indexes. The multi-index joint prediction model is used for predicting resource requirements in a certain time in the future,
differentiated service priority weights are distributed for different service services, the number of Deployment copies is dynamically adjusted based on the resource requirements and the service priority weights, capacity expansion and shrinkage adjustment information is generated based on changes of the number of the Deployment copies, and the capacity expansion and shrinkage adjustment information is used for adjusting the capacity expansion and shrinkage of the different service services. According to the method, the
response effect on burst flow is improved, the operation state of the capacity expansion and contraction adjustment information is monitored in real time, when the monitoring information is abnormal, the
rollback strategy is executed, the abnormal feedback information is generated, response is rapid, and the capacity expansion and contraction requirement of the
delay sensitive application container is met.