HFT: High‑Frequency Trading

Dr. David Edward Marcinko; MBA MEd

SPONSOR: http://www.MarcinkoAssociates.com

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Speed, Strategy and the Structure of Modern Stock Markets

High‑frequency trading (HFT) has become one of the most influential and controversial forces in modern financial markets. Built on the premise that speed itself can be a competitive advantage, HFT uses advanced algorithms, powerful computing infrastructure, and ultra‑fast data connections to execute trades in fractions of a second. While the practice has reshaped market structure and liquidity, it has also raised questions about fairness, stability, and the role of technology in finance. Understanding HFT requires examining not only how it works, but also why it emerged, what benefits it provides, and what risks it introduces.

At its core, high‑frequency trading is a subset of algorithmic trading distinguished by its extreme speed and high turnover. Firms engaged in HFT rely on sophisticated models that scan markets for tiny, fleeting price discrepancies. These opportunities might exist for only microseconds, far too short for human traders to exploit. To capture them, HFT firms invest heavily in technology: colocated servers placed physically close to exchange data centers, microwave transmission networks that shave milliseconds off communication times, and custom hardware designed to process market data at extraordinary speeds. In this environment, competitive advantage is measured not in minutes or even seconds, but in microseconds and nanoseconds.

The rise of HFT is closely tied to the evolution of market structure. As exchanges shifted from floor‑based trading to electronic platforms, barriers to rapid execution fell dramatically. Decimalization of stock prices increased the granularity of quotes, creating more opportunities for small price movements. Regulation that encouraged competition among trading venues also fragmented markets, allowing HFT firms to profit from price differences across exchanges. In many ways, HFT is a natural outcome of a system that rewards speed, efficiency, and the ability to process vast amounts of information instantly.

Proponents of high‑frequency trading argue that it provides several important benefits. One of the most frequently cited is improved liquidity. Because HFT firms often act as market makers—posting bids and offers and profiting from the spread—they can narrow the gap between buy and sell prices. This reduces transaction costs for all market participants. Additionally, the constant activity of HFT firms can make markets more efficient by quickly incorporating new information into prices. When an HFT algorithm detects a price discrepancy between two related assets, its rapid trades help bring those prices back into alignment. In theory, this contributes to more accurate valuations and smoother market functioning.

However, the benefits of HFT are accompanied by significant concerns. One of the most persistent criticisms is that HFT creates an uneven playing field. Firms with the resources to invest in cutting‑edge technology gain access to opportunities unavailable to slower participants. While markets have always rewarded those with better information or faster execution, the scale of advantage in HFT—measured in millionths of a second—raises questions about fairness and accessibility. Critics argue that markets should not be won simply by those who can afford the fastest cables or the most advanced servers.

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Another concern is the potential for HFT to contribute to market instability. Because algorithms react to market conditions automatically and at high speed, they can amplify volatility during periods of stress. The most famous example is the 2010 “Flash Crash,” during which U.S. equity markets plunged and recovered within minutes. Although HFT was not the sole cause, its rapid withdrawal of liquidity played a role in the severity of the event. Similar, smaller disruptions have occurred since, highlighting the fragility that can arise when automated systems interact in unpredictable ways.

Moreover, some HFT strategies raise ethical and regulatory questions. Practices such as latency arbitrage—profiting from tiny delays in how information reaches different market participants—may technically comply with rules but still feel exploitative. Other strategies, like quote stuffing or spoofing, involve flooding markets with orders to confuse competitors or manipulate prices. While regulators have taken steps to curb abusive behavior, the complexity and opacity of HFT make oversight challenging.

Despite these concerns, high‑frequency trading is unlikely to disappear. It has become deeply embedded in the infrastructure of modern markets, and many of its functions—such as providing liquidity—are now essential. The challenge for regulators and market designers is to preserve the benefits of HFT while mitigating its risks. This may involve refining rules around market access, improving transparency, or designing trading systems that reduce the advantage of raw speed. Some exchanges have experimented with “speed bumps,” intentional delays that level the playing field by preventing any participant from acting too quickly. Others have explored batch auctions that execute trades at discrete intervals rather than continuously.

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EDUCATION: Books

SPEAKING: Dr. Marcinko will be speaking and lecturing, signing and opining, teaching and preaching, storming and performing at many locations throughout the USA this year! His tour of witty and serious pontifications may be scheduled on a planned or ad-hoc basis; for public or private meetings and gatherings; formally, informally, or over lunch or dinner. All medical societies, financial advisory firms or Broker-Dealers are encouraged to submit an RFP for speaking engagements: CONTACT: Ann Miller RN MHA at MarcinkoAdvisors@outlook.com -OR- http://www.MarcinkoAssociates.com

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