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coolvds.com › Blog › AI & Machine Learning

Building GDPR-Compliant RAG Systems: Self-Hosting Vector Stores in Norway

· CoolVDS Team

Retrieval-Augmented Generation (RAG) is the architecture of 2023, but outsourcing your vector database poses massive compliance risks. Learn how to deploy a high-performance, self-hosted vector engine using pgvector on NVMe infrastructure in Oslo.

coolvds.com › Blog › AI & Machine Learning

The GPT-3 Paradox: Why Norwegian Devs Are Bringing NLP Back Home

· CoolVDS Team

OpenAI's GPT-3 API is changing the industry, but GDPR and Schrems II make it a legal minefield for Nordic businesses. We explore self-hosting viable alternatives like DistilBERT and GPT-2 on high-performance NVMe VPS infrastructure.

coolvds.com › Blog › Server Administration

Unlocking the Black Box: Master Server Log Analysis with AWStats

· CoolVDS Team

Stop relying solely on client-side trackers. Learn how to deploy AWStats for granular server-side analytics, ensure compliance with the Norwegian Personal Data Act, and why disk I/O speed defines your reporting latency.

coolvds.com › Blog › Database Management

Database Sharding Strategies: A Survival Guide for High-Load Systems

· CoolVDS Team

Sharding is the nuclear option of database scaling. Learn how to architect horizontal splits using ProxySQL, manage latency across Nordic infrastructure, and navigate the recent Schrems II ruling with local Norwegian storage.

coolvds.com › Blog › Security & Compliance

Automating Security Compliance: Surviving the Post-GDPR Audit in 2018

· CoolVDS Team

The panic of May 25th is over, but the liability remains. Learn how to automate server hardening using Ansible and OpenSCAP on Norwegian infrastructure to satisfy Datatilsynet without burning out your DevOps team.

coolvds.com › Blog › DevOps & Infrastructure

The Myth of "NoOps": Architecting High-Performance Microservices in 2014

· CoolVDS Team

While PaaS and "serverless" concepts promise freedom from operations, they often deliver latency and vendor lock-in. Learn how to build a robust, event-driven architecture using Docker, RabbitMQ, and raw KVM performance.

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.