Scalable Machine Learning Training Without GP
The Challenge: CPU-Based ML Training Is Often Undervalu...
Ad tracking, data pipelines, and analytics systems must process millions of events in real time. Shared or limited VPS plans often bottleneck at CPU and disk I/O — resulting in delayed logs and lost attribution data.
⚙️ Why SurferCloud 16C32G VPS
Our 16C32G VPS ($68.9/mo) is built for massive-scale data processing:
- 16 vCPUs for concurrent API handling and log ingestion.
- 32GB RAM lets you run databases (ClickHouse, PostgreSQL) and caching layers together.
- Unmetered dedicated bandwidth handles inbound/outbound data freely.
- NVMe SSDs guarantee low-latency writes.
- Crypto-friendly, no KYC billing for agile AdTech teams.
Perfect for building platforms like Voluum alternatives, pixel tracking servers, or marketing dashboards.
? Deployment Guide
- Choose the 16C32G VPS from SurferCloud UHost.
- Install Nginx + Node.js backend for APIs.
- Use Kafka or RabbitMQ for queueing, ClickHouse for log analytics.
- Visualize data with Grafana or Metabase.
? Conclusion
When your business runs on real-time insights, downtime isn’t an option.
SurferCloud 16C32G VPS ($68.9/mo) gives you enterprise power with private, borderless setup.
? Deploy your analytics backend today
