Full-link monitoring method and system based on multi-tenant technology

The invention discloses a full-link monitoring method and system based on a multi-tenant technology, and relates to the technical field of data monitoring, and the method comprises the steps: collecting tenant data samples, extracting tenant data key features, and carrying out the feature processing; tenant data processing requirements are monitored, tenant resource requirements are predicted by using a resource prediction model in combination with processed tenant data key features, and calculation resource allocation is dynamically adjusted according to a prediction result; the tenant data flow is monitored in real time, and when abnormity is detected, preset response measures are taken. Through feature processing and resource prediction, the resource demand of the tenant can be predicted more accurately, and the data integrity and consistency are improved. Resource allocation is dynamically adjusted according to actual requirements, full utilization of resources is ensured, and timeliness and effectiveness