Low-Latency Integration.
Optimize ABIS integration for trading environments where microseconds matter.
High-frequency trading operates in microseconds. Standard ABIS integration adds milliseconds—unacceptable for HFT. Ultra-low latency integration requires specialized techniques: kernel bypass networking, memory-mapped communication, and FPGA acceleration.
Key optimization strategies: co-locate ABIS with trading systems, use shared memory instead of network calls, implement FPGA-based behavioral analysis for critical path checks, and reserve network-based ABIS for non-time-critical analysis.
Recognize that not all behavioral analysis can be ultra-low latency. Complex patterns require more computation. Design tiered analysis: simple checks in critical path, complex analysis async.