4.7 Scaling Effects
In biology, the square-cube law explains why weâll never see elephant-sized spiders. The bugâs weight scales with volume, so it goes as O(n^3). The strength of the leg scales with the area of the cross section, so it goes as O(n^2).
If you make the critter ten times as large, that makes the strength-to-weight ratio one-tenth of the small version, and the legs just wonât hold it up.
We run into scaling effects all the time. Anytime you have a âmany-to-oneâ or âmany-to-fewâ relationship, you can be hit by scaling effects when one side increases. For instance, a database server that holds up just fine when two ...