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coolvds.com › Blog › Database Management

Database Sharding Architectures: Scaling Beyond the Monolith in 2023

· CoolVDS Team

Vertical scaling has a ceiling. When your NVMe storage is saturated and CPU steal spikes, it's time to shard. We break down hash vs. range sharding strategies, implementation pitfalls, and why low-latency infrastructure in Norway is non-negotiable for distributed data layers.

coolvds.com › Blog › Database Management

Database Sharding Strategies: Architecting for Survival in High-Throughput Systems

· CoolVDS Team

Sharding is the nuclear option of scaling—complex, risky, yet necessary at a specific threshold. We dissect the architecture of horizontal partitioning, implement ProxySQL query routing, and explain why infrastructure latency in Oslo is the silent killer of distributed databases.

coolvds.com › Blog › Database Management

Database Sharding Architectures: A Battle-Hardened Guide for 2022

· CoolVDS Team

Sharding is a last resort, not a default setting. We explore when to break your database, how to implement consistent hashing with ProxySQL, and why low-latency infrastructure like CoolVDS is critical for distributed data in the Nordic region.