Design Gateway × DYNANIC: FPGA IP Collaboration for Ultra-Low-Latency HFT

If you trade on microseconds, “good enough” is a liability. You need ruthlessly fast, predictable, and easily upgradable tech. That’s why Design Gateway and DYNANIC teamed up: pairing DG LL10G EMAC IP with Calypte™ DMA IP to deliver HFT-grade latency while keeping your pricing engine agile. 🧠💡

▶️ See it in action: Watch our short AAT-Calypte demo (full tick-to-trade loop + live RTT).
YouTube: FPGA IP Collaboration for Ultra-Low Latency High-Frequency Trading

🧭 Two architectures traders actually use

1) Pricing Engine on card (all-FPGA)

LL10G EMAC + market-data pipeline + pricing engine all on FPGA
Sub-microsecond latency & deterministic behavior
Best for compact, stable strategies

2) Pricing Engine on software (hybrid)

When models grow complex or strategies change frequently, moving pricing to software restores agility—if the DMA bridge is ultra-low-latency.

AAT-QDMA (Ubuntu): AMD QDMA—free, full-featured, low latency
AAT-Calypte (RHEL): DYNANIC Calypte DMA—lower latency & lighter FPGA footprint

🌟 Why Calypte wins for HFT-grade hybrid design

Comparison graphic showing round-trip time latency for high-frequency trading on AMD Alveo X3522: the top setup (Design Gateway LL10G EMAC IP + DYNANIC Calypte DMA IP) measures ~4 microseconds, while the lower setup (LL10G EMAC IP + AMD QDMA IP) measures ~6 microseconds. A starburst badge reads “AAT Calypte 33% faster,” with a trading-chart background emphasizing ultra-low-latency FPGA performance. — Calypte DMA vs. QDMA — 33% Faster Round-Trip Latency for HFT (≈4 μs vs 6 μs) on AMD Alveo X3522 with DG LL10GEMAC IP

Lower RTT: ~4 μs vs ~6 μs with QDMA (≈ 33% faster)
Frees FPGA resources: ~30% of QDMA’s footprint—more room for book building, filters, and risk
Operationally simple on RHEL: Focused feature set tuned for trading workloads

📊 Lab results; performance varies by card, NIC/FPGA, and workload.

🗺️ How the architecture works

FPGA-only architecture showing LL10G EMAC IP, market-data processing, and an on-card pricing engine, alongside callouts listing constraints: complex trading algorithms, heavy ML/statistical models, and frequently updated strategies that stress FPGA resources and deployment agility. — Limits of All-FPGA Pricing Engines in High-Frequency Trading

On-card pricing: Ultimate determinism & minimal latency, but can hit limits with complex algos, heavy ML/stat models, or frequent updates.

Hybrid HFT block diagram with host-side pricing engine on Ubuntu; FPGA integrates Design Gateway LL10G EMAC IP and a market-data processing engine; AMD QDMA IP acts as the DMA bridge transferring market data, orders, and control traffic between FPGA and software. — AAT-QDMA Hybrid Architecture – AMD QDMA Baseline for HFT

AAT-QDMA (software pricing on Ubuntu): AMD QDMA on Ubuntu is a solid, full-featured baseline. But HFT often demands even less latency and a smaller fabric footprint — the gap Calypte closes.

Block diagram of the AAT-Calypte hybrid HFT platform: host software runs the pricing engine on Red Hat Enterprise Linux; FPGA card contains Design Gateway LL10G EMAC IP and a market-data processing engine; DYNANIC Calypte DMA IP provides bidirectional, ultra-low-latency data movement between FPGA and software. — AAT-Calypte Architecture – Ultra-Low-Latency FPGA–Software Bridge for HFT

AAT-Calypte (software pricing on RHEL): Host runs the Pricing Engine. On FPGA, DG LL10G EMAC IP ingests ticks, the market-data engine normalizes/book-builds, and Calypte DMA IP bridges ticks/orders/control at ultra-low latency.

🧾 Comparison: Pricing Engine on Card vs. Software (QDMA & Calypte)

Category	Pricing on Card (FPGA)	Software + QDMA (Ubuntu)	Software + Calypte (RHEL)
Best when	Deterministic logic; small to mid‑size strategies; strictest latency budgets	Frequent updates; complex strategies	Frequent updates; complex/ML strategies with strict latency targets
Round-trip latency (Our Test)	Sub-μs	~6 μs	~4 μs (≈33% faster vs. QDMA)
DMA engine	—	AMD QDMA (free, full-featured)	DYNANIC Calypte (lightweight, ultra‑low‑latency)
OS path	FPGA only	Ubuntu userspace/driver	RHEL userspace/driver
FPGA resources	Consumed by pricing logic	Moderate DMA footprint	Lower DMA footprint to free fabric
Update agility	Low (HDL rebuild)	High (software deploy)	High (software deploy)
Typical use	On‑card trading pipelines with DG LL10G EMAC	Hybrid HFT with AMD QDMA	Hybrid HFT optimized for minimum latency

🎯 Who should consider Calypte first?

Market-making, stat-arb, options MM desks needing constant iteration
Software-only teams seeking a step-change in latency without losing dev velocity
FPGA-constrained pipelines that still demand microseconds

✅ Ready to build your perfected HFT platform?

🔶 Contact us today for combine DG LL10G EMAC IP, our AAT market-data pipeline, and DYNANIC Calypte DMA to accelerate time-to-alpha—without sacrificing microsecond. 📈