The Slotted Counter Pattern

The Slotted Counter Pattern

3/28/2024

link

https://planetscale.com/blog/the-slotted-counter-pattern

summary

The blog post discusses the slotted counter pattern, a design pattern used in distributed databases to handle high-throughput counters efficiently. It explains how traditional counters can become performance bottlenecks in distributed systems due to contention and latency issues. The slotted counter pattern overcomes these challenges by breaking the counter into smaller, independent slots that can be updated concurrently without contention. This allows for more efficient and scalable counter operations in distributed database environments. The blog post provides a detailed explanation of how the slotted counter pattern works and its benefits for improving performance and scalability in distributed systems.

tags

database design ꞏ distributed systems ꞏ scalable architecture ꞏ database scaling ꞏ cloud computing ꞏ nosql databases ꞏ database management ꞏ software engineering ꞏ data modeling ꞏ database performance ꞏ sharding ꞏ database architecture ꞏ transaction management ꞏ data consistency ꞏ high availability ꞏ database scaling patterns ꞏ cloud-native applications ꞏ microservices ꞏ database partitioning ꞏ distributed data systems ꞏ data replication ꞏ database indexing ꞏ database optimization ꞏ data storage ꞏ data management ꞏ system architecture ꞏ data distribution ꞏ horizontal scaling ꞏ vertical scaling ꞏ database technology ꞏ database infrastructure ꞏ cloud databases ꞏ relational databases ꞏ key-value stores ꞏ cap theorem ꞏ database clusters ꞏ data shards ꞏ data throughput ꞏ data access patterns ꞏ database scaling strategies ꞏ database reliability ꞏ data durability