One of the major challenges faced by teams working on high growth product is of performance. Systems that are built for a given scale of users often fail to deliver the necessary throughput when run with orders of magnitude of load more than what they are built for. Software teams have historically resorted to a myriad set of ways in scaling performance.

https://leaddev.com/software-quality/scaling-performance-scale-slack