高频交易环境的波动率管理

M. Brook, C. Sharp, G. Ushaw, W. Blewitt, G. Morgan
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引用次数: 4

摘要

高频交易(HFT)环境提供了在自动化市场中实现算法交易的技术。高频交易环境中最突出的例子是股票交易,其中数百万笔交易以高交易量完成,以获得合理的累积利润。这种环境依赖于低延迟/高性能技术,使交易能够及时对市场波动做出反应。然而,有时市场的波动超出了支持基础设施所能允许的范围,导致市场的错误行为。在本文中,我们解决了管理市场波动以限制错误市场行为的问题。我们的方法是独特的,因为它不依赖于交易环境本身,只根据交易频率和竞争进行自我调节。我们展示了我们的结果,并表明通过管理交易注入率和共享状态的争夺,高频交易环境的波动性可以以适当的自动化方式进行管理。
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Volatility Management of High Frequency Trading Environments
High frequency trading (HFT) environments provide technologies that enable algorithmic trading within automated marketplaces. The most prominent example of an HFT environment is within equity trading, where many millions of trades are achieved at a high volume to gain a reasonable cumulative profit. Such environments rely on low latency/high performance technologies to allow trades to react in a timely manner to market volatility. However, sometimes the volatility of the market goes beyond what supporting infrastructure can allow, resulting in erroneous behaviour of the marketplace. In this paper we tackle the problem of managing market volatility to limit erroneous market behaviour. Our approach is unique in that it is non-dependent on the trading environment itself and self-regulates based only on trading frequency and contention. We demonstrate our results and show that by managing trade injection rates and contention of shared state the volatility of HFT environments can be managed appropriately and in an automated manner.
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