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Developing High-Frequency Trading Systems
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HFT trading should have the shortest feasible data latency (time delays) and the highest level of automation possible. HFT relates to algorithmic trading and automated trading. As a result, participants choose to trade in markets that have a high level of automation and integration in their trading platforms. Firms utilize computers programmed with precise algorithms to find trading opportunities and execute orders in algorithmic trading. To increase the speed of transactions, high-frequency traders use automated trading and fast connections (and cancellations or modifications). This is possible because of the technology that trading firms have in place but also because of the exchange technologies. The following exchanges have invested hundreds of millions of dollars in HFT technologies:
All the preceding exchanges are controlled on several levels:
For most regulated exchanges, the order size is an issue. Large trades have an important effect on the market (they can create market impact). Traders use Alternate Trading Systems (ATS), which have much less regulation in comparison to traditional exchanges (they don't have to be transparent). Dark pools are the most common sorts of ATS. The USA presently has around 30 dark pools, which represent a quarter of the US consolidated trading volume.
Dark pools are beneficial to HFTs because they can handle the speed and the level of automation demands while having reduced fees. This is not the case for any other type of trading, which makes HFT different from regular trading. In the following section, let's learn more about dark pools.
For financial security, buy and sell orders are not displayed in dark pools (price and volume). Dark pools, in other words, are both opaque and anonymous since the order book is not advertised. Because it is not possible to see the size of the orders in this type of trading exchange, investors who place huge orders do not impact markets. Since the other participants do not see the size of the orders, the dark pools execute these large orders at a fixed price. It reduces the negative slippage given by trading exchanges.
Dark pools are obliged to notify deals once they have occurred, notwithstanding the lack of pre-trade transparency.
HFTs and dark pools have a complicated interaction. Dark pools rose in popularity partially as a result of investors seeking protection from HFTs' fraudulent activities on public exchanges, and HFTs finding it impossible to know the large orders in dark pools through pinging. Dark pools introduced a lack of transparency in the markets that allowed ill-equipped players (that is, on the sell side) to keep up with business practices that didn't match the state of the art at the time. And, of course, Haim Bodek wrote two books (The Problem of HFT and The Market Structure Crisis) about finding unordinary order types in dark pools.
On the other hand, a few dark pools encourage HFT traders to trade on their exchange. HFT strategies increase liquidity and the likelihood of having orders filled. Dark pools help HFTs to meet their speed and automation demands while still having reduced expenses. HFTs are responsible for the decrease in order sizes in dark pools. The dark pools have been hit by pinging trading strategies locating hidden large orders.
As a result, if these HFT tactics are present, the benefits of dark pools may be harmed. For example, in 2014, the Attorney General of New York filed a lawsuit against Barclays for its dark pool operations, alleging that it misrepresented the volume of Barclays's activity in dark pools. In 2016, Barclays paid a $35 million fine to the SEC and $70 million to the State of New York.
Dark pools can apply certain constraints to prevent HFTs from engaging in predatory behavior. The goal is to reduce pinging trading strategies. In 2017, Petrescu and Wedow imposed a minimum order size to minimize this type of strategy.
We could spend more time discussing the pros and cons of the impact of HFTs on dark pools, but we end up saying that the advantages of having more liquidity and faster execution are beneficial enough to have some dark pools being in favor of HFTs. It is fair for investors as long as they have a thorough understanding of how trading venues work so they can make educated judgments.
We have talked about the location of the major trading exchanges. Now we will introduce the HFT participants in the next section.
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