## Conclusion

You can scale out/in the SQL layer (TiDB servers) and the storage layer (TiKV servers) independently based on your needs. The scaling process remains seamless for application operations and maintenance teams, especially when a TiProxy is positioned in front of the TiDB cluster. In our lab, TiProxy effectively fulfills this role. During the process of the horizontal scaling your application keeps running.