Like redis cluster, we'll use a shard space of 2^14 = 16384. Essentially what this means is that we'll take our entire geo area, and split it into 16384 segments of approximately equal entries.
Each instance will be responsible for any number of segments, typically a cluster of segments that are geographically close.