基于Redis+MySQL+MongoDB存储架构应用

Storage architecture applications based on Redis+MySQL+MongoDB

Redis+MySQL+MongoDB技术架构实现了本项目中大数据存储和实时云计算的需求。使用MongoDB切片的水平动态添加,可在不中断平台业务系统的同时保障扩容后的查询速度和云计算效能;依据切片键索引分片,位于各切片独立进行计算,使大数据下的实时分析成为现实。对于高频访问的数据放在了Redis中,有效地降低磁盘I/O,使业务系统响应更为敏捷,满足了高并发下应用服务的高呑吐要求。

This paper describes the Redis＋MySQL＋MongoDB technical architecture to achieve the demands of the project, large data storage and real-time cloud computing. Using MongoDB slice horizontally dynamically add technology, to ensure the expansion of cloud computing query speed and performance, without interrupting the platform business systems based on slice key index fragmentation, it located in each slice independently to calculate so that under real-time analysis of large data become reality. For high frequency access data on a Redis, it effectively reduced the disk I/O, made the business response system more agile, met the high throughput rates under high concurrency requirements of application services.