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The article explains how to address single‑point failures and capacity limits by clustering servers using replication patterns and introduces the AKF microservice splitting principle, detailing X‑axis horizontal replication, Y‑axis business‑oriented division, and Z‑axis data‑driven partitioning with diagrams.
The article explains the AKF principle for microservice design, detailing how X‑axis horizontal replication, Y‑axis functional splitting, and Z‑axis data‑centric partitioning address single‑point failures, capacity limits, and performance bottlenecks by employing master‑master, master‑slave, and master‑backup replication patterns.
The article explains the AKF microservice splitting principle, describing how X‑axis horizontal replication, Y‑axis business‑oriented partitioning, and Z‑axis data‑oriented partitioning together address single‑point failures, capacity limits, and performance bottlenecks in clustered backend systems.