Data accuracy (or business logic accuracy) is essential to real-time computing platforms.
Implemented a detection mechanism: to evaluate the data accuracy rate of real-time systems by comparing the same metrics in offline systems. Once error happened, the mechanism sent a detailed report to developers to help them debug or adjust business logic correspondingly. In addition, this mechanism also supported a stable data-query service, in which it can automatically switch to an available data channel once the current crashed.