It really depends on the type of application but a common one is getting a large spike in traffic beyond the norm (front page on HN, flash sale, etc.) I do think #1 and #2 that you mentioned are more common constraints and are ones that also both addressed in Dragonfly (much more efficient memory utilization and ability to scale vertically which negates the need for complex orchestration)