With the continuous evolution of enterprise cloudification and digitalization, cloud-native technologies such as microservices and containerization have gradually become industry standards. However, the rapid iteration of microservices applications presents new challenges to system stability, putting pressure on maintenance personnel. This paper focuses on the open-source Prometheus monitoring ecosystem and designs a monitoring and alerting system that adapts to distributed large-scale cluster monitoring and multi-tenant management, providing an integrated monitoring solution for IT infrastructure, microservices, and containers. The system has been successfully deployed in real production environments by China Mobile Group. Through this system, maintenance personnel can quickly identify issues in business systems and provide high availability services.
In this paper, aiming at the uniqueness check of standard address import in mobile resource management system, a standard address intelligent import method based on Geocoding and TF-IDF is proposed. Address names are standardized through Geocoding to uniform the naming rules of addresses at all levels and remove the interference of non-mandatory level names on results. The address names recorded in the system are used as the address database, and the similarity of address names is calculated through TF-IDF. The address names with high similarity are filtered out, and then the address names are judged manually. Experiments show that this method can effectively improve the accuracy of uniqueness verification and greatly reduce the manual workload.
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