AI in the European Union
AI in the European Union: A Server Configuration Guide
This article details the server-side considerations for hosting content related to “AI in the European Union”, with a particular focus on compliance and scalability. This guide is aimed at newcomers to our MediaWiki environment and outlines necessary configurations for optimal performance and adherence to European regulations.
Introduction
The European Union is rapidly developing a comprehensive regulatory framework for Artificial Intelligence (AI), most notably with the proposed AI Act. Hosting information about this evolving landscape requires robust server infrastructure and careful consideration of data privacy, security, and accessibility. This guide covers essential server configurations, focusing on data storage, processing power, and security measures necessary to support a knowledge base on this topic. We will also touch upon considerations for content delivery networks (CDNs) and database management. See also Special:MyPreferences for your personal settings.
Data Storage & Management
Given the potential for sensitive information (even if dealing with legal texts and analyses), data storage must prioritize security and compliance with the GDPR. We utilize a clustered database setup for redundancy and performance.
| Database System | Version | Storage Capacity | Redundancy | Encryption |
|---|---|---|---|---|
| MariaDB | 10.6 | 2 TB | Triplicated | AES-256 |
The database schema is optimized for full-text search, crucial for navigating complex legal documents. Regular backups, stored in geographically diverse locations within the EU, are essential. Refer to Manual:Backups for backup procedures. Data retention policies, aligned with GDPR guidelines, are implemented through automated scripts. See Help:Contents for more information on database interaction.
Server Hardware & Specifications
We employ a tiered server architecture. Web servers handle user requests, application servers process logic, and database servers store data. Each tier is scaled independently to meet demand.
| Server Tier | CPU | RAM | Storage | Operating System |
|---|---|---|---|---|
| Web Servers (x4) | Intel Xeon Gold 6338 | 128 GB | 1 TB SSD | Ubuntu Server 22.04 LTS |
| Application Servers (x2) | AMD EPYC 7543P | 256 GB | 2 TB NVMe SSD | CentOS Stream 9 |
| Database Servers (x3) | Intel Xeon Platinum 8380 | 512 GB | 4 TB NVMe SSD | Red Hat Enterprise Linux 8 |
All servers are located within EU data centers adhering to ISO 27001 standards. This ensures physical security and compliance. Regular hardware audits are performed and documented. See Special:ListUsers for administrator contact information.
Security Considerations & Compliance
The AI Act places significant emphasis on data governance and transparency. Our server configuration reflects this.
- Firewall Configuration: Strict firewall rules are implemented, allowing only necessary traffic to each server.
- Intrusion Detection System (IDS): An IDS monitors for malicious activity and alerts administrators.
- Regular Security Audits: Penetration testing and vulnerability scans are conducted quarterly.
- Access Control: Role-based access control (RBAC) restricts access to sensitive data and system configurations.
- Data Encryption: Data is encrypted both in transit (HTTPS) and at rest.
- Logging & Monitoring: Comprehensive logging and monitoring systems track all server activity.
| Security Measure | Tool/Technology | Frequency |
|---|---|---|
| Vulnerability Scanning | Nessus | Weekly |
| Penetration Testing | Kali Linux | Quarterly |
| Intrusion Detection | Suricata | Real-time |
| Log Analysis | ELK Stack (Elasticsearch, Logstash, Kibana) | Real-time |
Compliance with the AI Act requires careful consideration of data provenance and explainability. Server logs are crucial for demonstrating compliance in the event of an audit. See Help:Search for searching server logs. Understanding the Terms of Use is also vital.
Content Delivery Network (CDN) Integration
To ensure fast and reliable access to content for users across the EU, we utilize a CDN. This caches static content (CSS, JavaScript, images) closer to users, reducing latency. The CDN provider must also comply with GDPR. We use Cloudflare.
| CDN Provider | EU Points of Presence (PoPs) | Caching Strategy | Security Features |
|---|---|---|---|
| Cloudflare | 25+ | Cache-Control Headers, Browser Caching | DDoS Protection, Web Application Firewall (WAF) |
Future Considerations
As the AI Act evolves, our server configuration will need to adapt. Potential future enhancements include:
- Federated Learning Support: Adding infrastructure to support federated learning techniques, which allow AI models to be trained on decentralized data without directly accessing it.
- Differential Privacy Implementation: Implementing differential privacy mechanisms to protect user data during analysis.
- Enhanced Auditing Capabilities: Developing more sophisticated auditing tools to track data access and modifications.
- Integration with AI Governance Platforms: Connecting our infrastructure to AI governance platforms to automate compliance checks.
Refer to Help:Editing for details on contributing to this knowledge base and Manual:Configuration for advanced server settings. Finally, remember to review the Privacy Policy.
Intel-Based Server Configurations
| Configuration | Specifications | Benchmark |
|---|---|---|
| Core i7-6700K/7700 Server | 64 GB DDR4, NVMe SSD 2 x 512 GB | CPU Benchmark: 8046 |
| Core i7-8700 Server | 64 GB DDR4, NVMe SSD 2x1 TB | CPU Benchmark: 13124 |
| Core i9-9900K Server | 128 GB DDR4, NVMe SSD 2 x 1 TB | CPU Benchmark: 49969 |
| Core i9-13900 Server (64GB) | 64 GB RAM, 2x2 TB NVMe SSD | |
| Core i9-13900 Server (128GB) | 128 GB RAM, 2x2 TB NVMe SSD | |
| Core i5-13500 Server (64GB) | 64 GB RAM, 2x500 GB NVMe SSD | |
| Core i5-13500 Server (128GB) | 128 GB RAM, 2x500 GB NVMe SSD | |
| Core i5-13500 Workstation | 64 GB DDR5 RAM, 2 NVMe SSD, NVIDIA RTX 4000 |
AMD-Based Server Configurations
| Configuration | Specifications | Benchmark |
|---|---|---|
| Ryzen 5 3600 Server | 64 GB RAM, 2x480 GB NVMe | CPU Benchmark: 17849 |
| Ryzen 7 7700 Server | 64 GB DDR5 RAM, 2x1 TB NVMe | CPU Benchmark: 35224 |
| Ryzen 9 5950X Server | 128 GB RAM, 2x4 TB NVMe | CPU Benchmark: 46045 |
| Ryzen 9 7950X Server | 128 GB DDR5 ECC, 2x2 TB NVMe | CPU Benchmark: 63561 |
| EPYC 7502P Server (128GB/1TB) | 128 GB RAM, 1 TB NVMe | CPU Benchmark: 48021 |
| EPYC 7502P Server (128GB/2TB) | 128 GB RAM, 2 TB NVMe | CPU Benchmark: 48021 |
| EPYC 7502P Server (128GB/4TB) | 128 GB RAM, 2x2 TB NVMe | CPU Benchmark: 48021 |
| EPYC 7502P Server (256GB/1TB) | 256 GB RAM, 1 TB NVMe | CPU Benchmark: 48021 |
| EPYC 7502P Server (256GB/4TB) | 256 GB RAM, 2x2 TB NVMe | CPU Benchmark: 48021 |
| EPYC 9454P Server | 256 GB RAM, 2x2 TB NVMe |
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⚠️ *Note: All benchmark scores are approximate and may vary based on configuration. Server availability subject to stock.* ⚠️