Submicro Execution Engine

A sub-microsecond bare-metal execution engine for HFT.

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April 25, 2026 Submicro Execution Engine

The Submicro Execution Engine is built for systems engineers and quant researchers who need to push the boundaries of hardware-level optimization. It achieves a 890ns median decision latency by utilizing:

  • Lock-free SPSC/MPSC queues and zero-copy data paths to eliminate software bottlenecks.

  • SIMD-optimized computations (AVX-512) for rapid signal processing.

  • Deterministic Replay: A core guarantee of bit-identical replay for debugging, using fixed RNG seeds and pre-allocated memory pools.

  • Hardware-level Observability: Integrated nanosecond-resolution profiling that detects System Management Interrupts (SMIs) and jitter.


Key Technical Features

  • Ultra-Low Latency: Sub-microsecond decision path (tested on Intel Xeon Platinum/RT Kernel).

  • Bare-Metal Design: Kernel-bypass NIC simulation (DPDK-style) for institutional-grade performance.

  • Deterministic Replay: Ensures bit-identical results across backtests and audit logs.

  • Advanced Modeling: Built-in support for Multivariate Hawkes processes and Avellaneda-Stoikov market making.

  • Hybrid Architecture: High-performance C++ core with Rust FFI and Python integration for research flexibility.

Check more at submicro.krishnabajpai.me

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Traditional trading systems often operate as "black boxes" with unpredictable tail latency and non-deterministic behavior, making it nearly impossible for researchers to precisely measure where microseconds are lost or t