INFRASTRUCTURE / VPS

VPS for Trading Bots: What Actually Matters

How to choose and operate a VPS for automated trading based on reliability, latency needs, persistence, security and workload rather than marketing specifications.

Reliability before raw specifications

For many non-HFT bots, predictable uptime, restart behavior, disk persistence and network stability matter more than buying the largest server.

Latency depends on the strategy

A five-minute strategy and a latency-sensitive microstructure system have very different infrastructure requirements. Server location should be evaluated against the actual execution horizon.

Size from measured workload

Pair count, model training, feature computation and database activity determine CPU and memory requirements. Observe resource pressure before paying for additional capacity.

Secure the host

Use key-based SSH, restricted exchange credentials, bounded logs and managed services. Keep public reporting separate from trading control whenever possible.

Deployment checklist

Define the trading hypothesis, isolate credentials, persist critical state, test restart behavior, measure net outcomes and keep a frozen forward record. Each layer should be diagnosable without rewriting the others.

HYPOTHESIS→BUILD→PAPER→OBSERVE

Scope: platform-neutral VPS selection

This guide is platform-neutral: it covers how to choose and operate infrastructure for trading bots in general. If you are deploying Freqtrade specifically, use the dedicated Freqtrade VPS guide for its service layout and application-specific workflow.

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