Hardware Aware Algorithm Design Questions

Selecting and adapting algorithms to meet the constraints of embedded hardware. Discuss analysis of computational complexity and worst case execution time, memory footprint and cache friendliness, determinism and timing predictability, trade offs between exact and approximate solutions, fixed point versus floating point choices, quantization and numerical stability, and energy aware algorithm design. For senior candidates, justify algorithm selection with expected resource usage and measurement strategies.