1. Write program that implements an algorithm
2. Run program with inputs of varying size and composition
3. Measure the actual running time
4. Plot the results

Limitations:

• requires to implement the algorithm, which may be difficult
• results may not be indicative of running time on other inputs
• same hardware and operating system must be used in order to compare two algorithms