Fuente: Wipo "BigData" The invention discloses a server clustering deployment monitoring system and method based on big data, and relates to the technical field of big data, the system comprises a record screening module, an architecture prediction module, a component selection module and a monitoring early warning module; the record screening module is used for collecting and screening server clustering deployment records through index effects; the architecture prediction module is used for constructing a model according to the deployment demand and the deployment architecture to perform classification prediction of the corresponding deployment architecture on the new deployment demand; the component selection module is used for selecting a component according to the similarity between a deployment demand and a new deployment demand under the same architecture; the monitoring and early warning module is used for deploying a server in a clustering manner according to the selected architecture and component and performing monitoring and prediction; the invention further provides a method for implementing the system. The situation that in the prior art, a deployment scheme lacks flexibility and adaptability can be effectively improved.