High-frequency financial trading
Solution
High-frequency trading (HFT) is one of the most technology-intensive fields in today's financial markets, where business operations are highly dependent on high-performance computing hardware and optimized software architecture.
High-frequency trading algorithms require processing vast amounts of market data and making decisions in an extremely short timeframe, which places high demands on both the core performance of computing power and multi-core parallel processing capabilities.
Pain points in scenarios
Insufficient computing power
High-frequency trading demands extremely high computing power, especially when handling massive amounts of data and executing real-time transactions. Traditional hardware may not be able to meet these demands.
Low latency and high throughput requirements
High-frequency trading demands extremely low latency, where a difference of just a few microseconds can make a significant difference between profit and loss. However, traditional server architectures may not be able to meet this demand, resulting in transaction delays and system performance bottlenecks.
The cost of hardware upgrades and maintenance is high
As transaction volume increases, the load on the server also increases, leading to a shortened hardware lifespan and necessitating frequent upgrades and maintenance.
Heat dissipation and energy consumption issues
High-performance servers generate a large amount of heat during operation, leading to heat dissipation issues. For example, AI chips face severe overheating issues in high-capacity server racks, which not only limits GPU performance but may also damage hardware. Furthermore, the energy consumption of servers also increases operational costs.
Technical Solution
The autonomous driving solution jointly developed by DataCVG RedCore and its ecosystem partners leverages leading computing infrastructure, data management, data annotation, and model training to provide core impetus for autonomous driving model training. It efficiently establishes a full-stack cluster solution from "data collection, storage, and processing" to "model training" and "simulation verification", addressing issues such as insufficient computing power, inadequate storage resources, and user-unfriendliness of software for autonomous driving customers.
The solution primarily comprises AI servers and CPU servers, utilizing an AI Pod networking approach, paired with modules such as the AIStation artificial intelligence development platform:
Application scenarios
High frequency trading (HFT), as a strategy system that completes trading decisions with microsecond or nanosecond level delays, places extremely strict requirements on hardware systems. In today's financial market, high-frequency trading has been widely used in various fields such as stocks, futures, foreign exchange, and encrypted assets. Its core goal is to make profits by utilizing the instantaneous opportunities in the market microstructure. Our solution mainly provides users with extremely low latency, ultra-high frequency, reliable and stable architecture, and powerful hardware support.
High frequency trading (HFT), quantitative trading strategy server
Deployment of Custody Centers around Financial Exchanges
Core calculation nodes for quantitative business of securities firms, private equity, asset management and other institutions
Financial algorithm landing platform with extreme demand for low latency and high performance
Advantages and Value of the Plan
Ultimate computing power, powerful performance release
Equipped with AMD Threadripper 7980X, full core overclocking up to 5.2GHz, 32 core 64 thread surging performance, specially designed for high-speed computing in high-frequency and quantization strategies. Selected motherboards and top-level power supply components ensure long-term maximum stability under full load.
2U model compact, high-density deployment
Adopting a 2U high-density server configuration, it supports efficient deployment of server racks and facilitates large-scale deployment to exchange managed data centers, providing flexible support for local and remote strategies
High energy efficiency water cooling, worry free heat
Equipped with a professional level high heat dissipation water cooling kit, supporting redundant water pumps, achieving strong heat dissipation, ensuring that the CPU and key components can remain calm and stable even in high-frequency overclocking conditions, far exceeding conventional air cooling.
Ultra low latency network interconnection
Built in X2522 high-performance low latency network card, effectively reducing the network transmission delay of transaction instructions, achieving millisecond or even microsecond level extreme response, and seizing the trading opportunity.
Dual redundant power supply, 7x24 uninterrupted guarantee
High quality redundant power supply design, with strict selection of power supplies through 3C certification, further enhances the reliability of system power supply and safeguards high availability financial services.
Intelligent out of band operation and maintenance, safe and efficient
Integrated out of band management module, supporting remote monitoring, management, and maintenance of devices, achieving intelligent operation and maintenance, quickly responding to various anomalies, and improving system security and availability.
