Besides the three dimensions, scale, reliability, and the speed of iteration, there are other dimensions that have a major impact on the shape of the solution. Consider the following:

Speed (time to response)

Slow : Results needed in minutes

e.g. portfolio optimization

Fast : Results needed in milliseconds

e.g. high-frequency trading

Scale (requests/sec... See more