Scaling Strategies: Hardware Expansion, AKF Partitioning, and Distributed ID Generation
This article explains why scaling is necessary, outlines hardware and component expansion strategies, introduces the AKF partitioning principle for horizontal and vertical scaling, discusses challenges after splitting, and reviews database clustering and distributed ID generation techniques such as UUID and Snowflake, highlighting their advantages and drawbacks.