Discover how to architect a scalable, cost-effective, and high-performance time-series data warehouse for IoT monitoring. This comprehensive guide demonstrates how integrating VictoriaMetrics on a standard VPS outperforms traditional TSDB solutions, offering superior data compression, rapid query execution, and simplified infrastructure management for modern enterprise IoT deployments.