Comment by TexasMick

I write software for FPGA soft cores. Even with all this acceleration around the soft core, we need some sort of scheduling and kernel context switches are really a big killer. We have the same issue as web developers, dealing with 50,000 things per second means we need to avoid kernel context switches.