Using a lookup directory to map data to shards.

Processing continuously arriving data.

Degree to which data reflects reality correctly.

Dependency required by another dependency.

Shard receiving disproportionately high traffic.

Processing data with minimal delay.

Degree to which data agrees across systems.

Dependency required only for optional functionality.

Redistributing data or workload among resources.

Small batch processed at short intervals.