Distributed database architecture

Uber's byte-based quota priced a full table scan like a single-row read

Metering bytes processed made a heavy scan look like a cheap point read, so Uber scrapped central quota counting in Redis and pushed overload decisions down to the storage layer, next to the partitions that actually saturate.