NETFLIX'S DISTRIBUTED COUNTER ABSTRACTION

Summary from the TLDR Web Dev newsletter

Netflix developed a distributed counter abstraction built upon its TimeSeries Abstraction to handle massive-scale counting with low latency. This service addresses various counting needs. The system uses a combination of techniques, including event logging, background aggregation with sliding time windows, and caching.