基于时序数据库的自动化运维技术研究

Research on automatic operation and maintenance technology based on time-series database

针对传统自动化运维系统管理效率低、运算过程复杂等问题,文中提出了一种新型的自动化运维系统。该系统为基于时序数据库构建的新型自动化运维系统,在时序数据库的基础上,进一步融入Redis技术优化时序数据库的存储性能,提高了自动化运维系统的管理效率。文中还采用预先聚合和保留策略减少运算过程,提高自动化运维系统对时序数据的处理能力,又进一步优化了自动化运维系统的性能。实验表明,文中的自动化运维系统克服了现有技术存在的不足,能够进行高效率信息查询,比传统的SDWAN的自动化运维系统效率高出了大约26.3%。

To tackle with the problems of low management efficiency and complex operation process of traditional automatic operation and maintenance system,this paper proposes a new type of automatic operation and maintenance system.The system builds a new type of automatic operation and maintenance system based on time series database.On the basis of time-series database,Redis technology is further integrated to optimize the storage performance of time-series database,which improves the management efficiency of automatic operation and maintenance system.This study also uses pre-aggregation and retention strategy to reduce the operation process,improve the processing ability of the automatic operation and maintenance system for time series data,and further optimize the performance of the automatic operation and maintenance system.The experiment results show that the automatic operation and maintenance system in this study overcomes the shortcomings of the existing technology,and can carry out efficient information query,which is about 26.3%higher than that of the traditional SDWAN automatic operation and maintenance system.