PartVPS/distributed-ml-hourly-vps-benchmarks

Distributed ML Inference on Hourly VPS Nodes

Benchmarking distributed PyTorch inference across global hourly cloud instances.

Compute Architecture Analysis

Evaluating distributed machine learning inference across on-demand cloud clusters.

Benchmarks

• vCPU Scheduling: Zero CPU steal on dedicated KVM hypervisors.
• Billing Efficiency: Spin up ephemeral workers with pay per hour vps to minimize idle compute costs.
• Asia Routing: Deploy edge inference nodes via low latency singapore vps.