Low Level Performance Optimization Questions

Practical techniques for reducing CPU cycles, memory usage, and power on constrained hardware. Topics include algorithmic trade offs for worst case and average case behavior, memory layout and cache locality, code size reduction strategies, instruction scheduling and hot loop optimization, use of fixed point arithmetic, compiler and linker optimizations, profiling driven changes, and how to reason about when low level optimizations are necessary versus higher level algorithmic changes.