Cloud providers use logarithmic algorithms to decide when to spin up new virtual machines. Instead of adding one server for every 1,000 new users (linear), they might use a log-based share to determine that as the "load" reaches a certain power of 10, the infrastructure needs to expand. 3. Database Sharding
Look at your traffic logs. Is your growth linear (1, 2, 3...) or exponential (10, 100, 1000...)? If it's the latter, linear load sharing will eventually crash your smaller nodes. log10 loadshare
If you are an architect looking to move beyond simple weighted distribution, consider these steps: Cloud providers use logarithmic algorithms to decide when
At its core, log10 loadshare refers to a method of . Database Sharding Look at your traffic logs
It prevents a single high-capacity node from being overwhelmed by "linear" logic that doesn't account for the overhead of managing millions of concurrent connections.
Understanding log10 loadshare : The Key to Balancing Massive Network Traffic