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coolvds.com › Blog › DevOps & Infrastructure

Cloud Cost Optimization in 2017: Escaping the Hyperscaler Price Trap

· CoolVDS Team

The cloud promise was simple: pay only for what you use. The reality? You are paying for zombie instances, unattached storage, and hidden bandwidth fees. Here is a pragmatic guide to cutting infrastructure costs by 40% without sacrificing performance.

coolvds.com › Blog › AI & Machine Learning

Deep Learning Bottlenecks: Why Fast NVMe and KVM Matter More Than Your GPU

· CoolVDS Team

It is 2017, and TensorFlow 1.0 has changed the game. But throwing a Titan X at your model is useless if your I/O is choking the pipeline. Here is how to architecture a training stack that actually saturates the bus, strictly for Norwegian data compliance.

coolvds.com › Blog › DevOps & Infrastructure

CI/CD Pipeline Performance: From 20 Minutes to 2 Minutes on KVM

· CoolVDS Team

A battle-tested guide to optimizing Jenkins and GitLab CI pipelines. We cover Docker layer caching, NVMe I/O bottlenecks, and why infrastructure choice matters for Norwegian dev teams preparing for GDPR.

coolvds.com › Blog › DevOps & Infrastructure

Optimizing CI/CD Pipelines: reducing build times on KVM infrastructure

· CoolVDS Team

Waiting for Jenkins builds is burning your development budget. We analyze the I/O bottlenecks in CI/CD pipelines, optimize Docker layer caching, and demonstrate why NVMe storage is critical for 2017-era DevOps workflows.

coolvds.com › Blog › DevOps & Infrastructure

Stop Blaming Maven: Why I/O Latency is Killing Your CI/CD Pipeline

· CoolVDS Team

Your build times aren't slow because of your code—they're slow because your VPS storage is choking. We analyze the impact of Disk I/O on Docker and Jenkins pipelines and why NVMe-backed KVM is the only viable architecture for 2016.

coolvds.com › Blog › Database Management

Database Sharding Strategies: Breaking the Monolith Before It Breaks You

· CoolVDS Team

Vertical scaling has a ceiling. When your MySQL instance starts choking on write-heavy loads, it's time to talk about sharding. We explore consistent hashing, topology planning, and why network latency in Oslo matters more than you think.

coolvds.com › Blog › DevOps & Infrastructure

The I/O Trap: Architecting Monitoring Systems for Scale in 2016

· CoolVDS Team

Why your Zabbix or Graphite instance is choking on disk writes, and how to architect a high-availability monitoring stack using NVMe storage and proper database tuning in a post-Safe Harbor Europe.