Testing Approach
Testing resource monitoring includes unit tests for signal logic, integration tests for exchange interaction, and backtests against historical data with realistic slippage modeling.
Core Concepts
Understanding resource monitoring requires familiarity with market microstructure, order flow dynamics, and execution latency. The following sections detail each component.
Implementation
Implementation of resource monitoring follows a modular architecture. Configuration files define parameters, strategy modules handle logic, and exchange adapters manage execution.
Production Notes
In production, resource monitoring requires monitoring for API rate limits, database connection pooling, log rotation, alert thresholds, and automated restart procedures. Document runbooks for incident response.
Overview
This guide covers resource monitoring implementation in automated trading systems. The approach combines established patterns with operational considerations drawn from production deployments.