Time-aligned data sending causes potential server pressure

[czarhao]

Thank you for your project! We are using the pyroscope Python client to profile function execution times in our large model training. However, I noticed that when reporting pprof data to the pyroscope server, it always sends at exact 10-second intervals, such as 9:57:30, 9:57:40, 9:57:50...
I don't understand why the data sending is forced to align with exact 10-second boundaries. When there are many agents, this could potentially put significant pressure on the pyroscope server due to synchronized requests.
Could I modify the pprof sending logic to be asynchronous and add a random sleep of 0-10 seconds before sending?
Note: I'm from China and my English is not very good. This content was translated using GPT. Thank you.

[korniltsev]

yes, time alignment should be removed