Modern algorithmic execution demands continuous telemetry on limit order book dynamics, quote queue positioning, and adverse selection probabilities.
Order Flow Imbalance Modeling
By computing rolling micro-price signals and measuring venue toxic flow ratios, execution engines minimize market impact and optimize trade scheduling across fragmented liquidity pools.