Everything related to driver selection and real time tracking is very specific to one location. The server responsible for tracking drivers in San Jose doesn't

Everything related to driver selection and real time tracking is very specific to one location. The server responsible for tracking drivers in San Jose doesn't need to reference rider locations in NYC under any circumstance. The things you highlighted are very light load comparatively. Sign in, load account info, then dispatch to location specific shard.