The invention discloses a real-time
streaming application monitoring method and device, a medium and a product. The method comprises the following steps: positioning a target operator according to configuration information; in the running process, when a trigger instruction is detected every time, the
generation time of the trigger instruction is used as starting time, and the accumulated
data processing quantity and the accumulated
processing time are monitored in real time; when the accumulated
data processing quantity is greater than or equal to a quantity threshold value, or the accumulated
processing time is greater than or equal to a time threshold value, ending the monitoring process, constructing a monitoring period according to the ending time and the starting time, calculating the number of transactions per second and the
delay time in the monitoring period, storing the transactions per second and the
delay time in a
distributed cache, and generating a new trigger instruction; according to the transaction number per second and the time
delay time in the cache, a transaction number per second performance curve and a time delay performance curve are obtained and displayed, visual display of the performance is achieved, through
distributed cache, the production operation risk caused by random address change after the real-time
streaming application is restarted is reduced, and the monitoring stability and reliability are improved.