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coolvds.com › Blog › DevOps & Infrastructure

Kubernetes vs. Swarm in 2021: Stop Over-Engineering Your Infrastructure

· CoolVDS Team

It is August 2021. Everyone wants Kubernetes, but few need the headache. We benchmark orchestration overhead, analyze the Schrems II impact on hosting choices, and explain why high-IOPS NVMe is non-negotiable for etcd stability.

coolvds.com › Blog › Database Management

ClickHouse on NVMe: Crushing Big Data Latency for Real-Time Analytics

· CoolVDS Team

Stop killing your primary PostgreSQL instance with analytical queries. We explore deploying ClickHouse 21.x on high-performance NVMe VPS infrastructure to handle billions of rows with sub-second latency, specifically optimized for the Nordic compliance landscape.

coolvds.com › Blog › Database Management

Database Sharding Architectures: When Vertical Scaling Fails and How to Survive the Split

· CoolVDS Team

Sharding is the nuclear option of database scaling. It introduces complexity, latency, and maintenance nightmares. But when your primary key integer overflows and your IOPS hit the ceiling, it's the only path left. Here is the battle-tested guide to implementing sharding on high-performance infrastructure without losing data.

coolvds.com › Blog › DevOps & Infrastructure

Stop Watching, Start Asking: Why Monitoring Fails and Observability Saves Production

· CoolVDS Team

Monitoring tells you the server is up. Observability tells you why the checkout failed for a user in Bergen on an iPhone 8. We dissect the critical difference, provide implementation code for 2021's stack (Prometheus, Jaeger, ELK), and explain why infrastructure choice dictates your debugging speed.

coolvds.com › Blog › DevOps & Infrastructure

Cloud Cost Optimization: Escaping the Hyperscaler Tax in 2021

· CoolVDS Team

Is your AWS bill growing faster than your user base? We analyze the hidden costs of cloud infrastructure, from egress fees to IOPS limits, and detail how moving workloads to Norwegian KVM instances can slash TCO while solving Schrems II compliance headaches.

coolvds.com › Blog › Performance Optimization

PCIe 4.0 NVMe: The Throughput Upgrade Your Database is Begging For

· CoolVDS Team

Stop blaming your CPU. In 2021, the real bottleneck for high-load applications is storage I/O. We analyze the leap to PCIe 4.0, specific Linux kernel tuning for NVMe, and why physical proximity to the NIX in Oslo matters for total system latency.