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Have you ever heard ​of high-frequency trading? This fast-paced, complex world of finance is ⁣a hot topic in⁤ the financial industry. With algorithms and‍ computers making split-second decisions‍ to buy and⁢ sell stocks,​ it can be‍ a bit ⁢overwhelming to understand.⁤ But‌ fear not, we are here to break it down for⁤ you. In ⁣this article, we will unpack the ‌wild world of high-frequency ‍trading ⁣and give you the lowdown on what you need to know. So sit back, ​relax, ⁢and⁣ let’s dive in!

Understanding High-Frequency ‍Trading: A Deep Dive into the ‍Basics

High-Frequency Trading (HFT) is a complex and​ fast-paced ‌method ​of trading that ⁣uses powerful computers​ to execute⁤ a large number of ⁢orders‍ at incredibly high speeds. ‌In this ⁢article, we ‍will ⁤delve⁢ into the basics ⁢of ​HFT and⁣ uncover the key concepts that​ drive⁣ this dynamic ‌and ​ever-evolving industry.

One of the core principles of HFT is ⁤the use of algorithms to analyze market data and execute trades⁣ in⁢ a matter of⁣ microseconds. These algorithms are designed to identify patterns, trends, and opportunities in the‍ market, allowing HFT firms to⁢ profit from small ⁢price movements. Speed ⁤is of the essence in‌ high-frequency trading, as even a fraction of ⁣a second can make⁤ a significant difference in the outcome ⁣of a trade.

can be a daunting task for even‌ the​ most seasoned investors. With the lightning-fast pace of trades and the potential for huge profits or devastating losses, it’s ‍important to understand the ins and⁣ outs of this ‍complex world before diving⁤ in headfirst.

One of the key risks of high-frequency ​trading is‍ the potential for market manipulation.‌ With algorithms executing trades in milliseconds, there ⁤is the possibility ⁣for unscrupulous‍ traders to take advantage ‍of small⁤ price⁢ discrepancies to manipulate markets for their own gain. On ‍the flip side, the rewards of high-frequency ‌trading can be substantial ⁤for those who are able​ to navigate ‍the market effectively.⁢ By leveraging technology​ and data‍ analytics, traders can ​capitalize on small price movements to generate significant profits in a short⁣ amount of⁤ time.

high-frequency trading is a high-risk,‌ high-reward strategy that​ requires a deep‌ understanding ⁣of market dynamics and a willingness to adapt ⁣to rapidly changing ⁤conditions. By staying informed, utilizing risk management ‌strategies, ‍and continuously refining trading algorithms, investors can​ navigate the ⁤wild⁤ world of high-frequency trading with confidence.

Tips for Investors: How to Safeguard Your Investments in the World⁣ of High-Frequency ⁤Trading

High-frequency⁤ trading can be a ‌complex and fast-paced world, but with the right knowledge and strategies, investors can safeguard their investments. One key tip ‌is to diversify your portfolio across different asset‍ classes to reduce risk. This​ can help protect your ⁢investments from sudden market fluctuations or unexpected events.

Another‌ important tip ⁢is to stay informed about market trends and news that​ could impact your investments. By staying up-to-date ⁤with the ​latest developments, you ‌can‌ make more informed decisions about when to buy or sell⁤ your assets. Additionally, consider setting ⁣up stop-loss orders to automatically​ sell your assets if they reach a certain price, helping to limit potential losses. By implementing ‌these tips and staying vigilant, investors‍ can navigate the world of high-frequency trading with more confidence and ‍security.

Wrapping Up

So there you ⁤have it, folks! High-frequency trading may seem⁣ like a mysterious and‌ complex world, but hopefully,‍ after reading this article, ​you have a better‌ understanding ⁤of what it’s‌ all about. Remember, ⁢knowledge is power, so stay informed and keep exploring the wild world of high-frequency trading. Who knows, ⁣you might just uncover some hidden gems in this fast-paced and ever-evolving⁣ landscape. Happy trading!

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Unleashing the Hidden Power of High-Frequency Trading https://mktplace.org/unleashing-the-hidden-power-of-high-frequency-trading/ https://mktplace.org/unleashing-the-hidden-power-of-high-frequency-trading/#respond Fri, 15 Dec 2023 07:58:40 +0000 https://mktplace.org/?p=48606

Photo by Austin Distel on Unsplash

In a world⁢ where time is money, the symphony of​ success lies in the secret symmetries of high-frequency trading. Like a conductor meticulously orchestrating an ‌ensemble, these lightning-fast algorithms have seized the financial stage, revolutionizing the way we approach the​ markets. Brace yourself, dear reader, ‌for a melodious journey into the‍ hidden power of high-frequency trading and prepare to be awe-struck by its virtuosic performance. Through this ode to efficiency and precision,⁤ we shall uncover⁣ the remarkable complexity ⁣lurking beneath the surface‌ and decipher the cryptic melodies that compose this ‍captivating symphony of success. High-frequency trading ⁤(HFT) has emerged as the dominant force in today’s fast-paced financial markets. With lightning-fast algorithms and split-second decision-making, HFT ‍has the potential ‍to unlock untapped profits like never before. However, to truly harness the power of this trading approach, one must learn to harmonize speed and strategy, fine-tuning performance, and conduct the symphony ⁣of high-frequency trading strategies.

Harmonizing speed and strategy is the key to unlocking the full potential of high-frequency ⁢trading ‌algorithms. In this fast-paced world, where ⁤every millisecond counts, having a well-designed algorithm that can analyze and execute ‍trades at⁤ lightning speed is crucial. It is important to optimize your code and infrastructure to minimize⁤ latency and ensure that your algorithms can process millions⁤ of market data ⁤points in real-time. Additionally, incorporating machine learning and artificial intelligence techniques can help your algorithms adapt and learn from market patterns, enabling ⁢them to make more accurate and profitable trading decisions.

To unleash the full potential of high-frequency trading, ​fine-tuning⁤ performance is essential. This involves constantly monitoring and ⁤optimizing⁣ your trading‍ strategies to ensure they remain profitable ⁤in ever-changing market conditions. Implementing risk management techniques such as stop-loss orders and position sizing can help⁤ protect your capital‍ and minimize potential losses. It is also crucial to constantly evaluate and update⁣ your algorithms to adapt to market dynamics and changing‍ regulations. Regular‌ backtesting ⁢and analyzing historical ‍data can provide valuable insights into the performance of your strategies and help identify‌ areas for ‌improvement.

Conducting the symphony of high-frequency trading strategies​ requires essential steps to master this complex world. First and foremost, ‌developing a deep understanding of market microstructure and the intricacies of different asset classes is paramount. This knowledge will allow you to identify ⁣and exploit market inefficiencies, enabling your algorithms to generate consistent profits. Moreover, building ⁣strong relationships with market participants and exchanges can provide valuable insights and access to exclusive data, giving you a​ competitive​ edge. Implementing robust risk controls and‍ monitoring systems is crucial to ensure that your trading activities comply with regulations and minimize operational risks. Furthermore, staying‌ abreast of technological advancements and leveraging cutting-edge‍ tools and infrastructure⁣ can help you stay ‍ahead of ​the competition and ‌maximize your trading success.

In conclusion, ⁢high-frequency trading has the potential to revolutionize the way we approach financial markets. By harmonizing speed and ⁣strategy, fine-tuning performance, and conducting the symphony of high-frequency trading strategies, the hidden power‍ of this trading approach can be unleashed. It is essential to continually⁣ optimize and ⁤adapt your algorithms, stay informed about ‍market dynamics, and implement risk‍ management techniques. With the right combination of expertise, technology, and strategy, high-frequency trading ‍can become a symphony of success, playing the melody of profits in the fast-paced world of ⁣finance. In conclusion, dear reader, we have embarked on an extraordinary journey into the depths of the financial world, exploring the enigmatic realm of high-frequency trading. We have unraveled the hidden power that ‌lies within this symphony of success, shaking the very foundations of the ⁢market.

From the pulsating beats of data algorithms to the electrifying harmonies of lightning-fast‌ trades, high-frequency trading has transformed⁢ the art of investing. It has shattered conventional boundaries, ascending beyond the grasp of human capabilities, delivering ⁢unparalleled efficiency and astonishing profits.

Like a maestro conducting a symphony, high-frequency trading orchestrates a mesmerizing performance, playing the strings of opportunity and profitability. It dances on razor-thin margins, skillfully navigating through the ebbs and flows of the market, always staying one step ahead.⁢ It is the ⁤driving force behind the‌ digital revolution sweeping through the financial world.

Yet, beyond its groundbreaking capabilities, high-frequency trading holds⁤ the key to a new era of interconnectedness. It bridges the ‍gap between technology and finance, uniting various stakeholders, regardless of geographical boundaries. It fosters an ecosystem where innovation thrives and collaboration reigns.

However, we must embrace this power responsibly, guided by principles of transparency⁤ and fairness. Our ‌symphony of‍ success must not become a discordant note in the composition of the financial world. We must work together, regulators and traders alike, to ensure the harmony of the market remains intact, allowing everyone to reap the rewards.

So, dear reader, as we bid farewell to this exploration of high-frequency⁢ trading, remember that the symphony of success has just begun to unveil its true potential. It is a force that can shape our financial future, igniting prosperity and ⁤unlocking opportunities that were once unimaginable.

If we embrace this‌ hidden power with the right blend of caution and ambition, there is no limit to ‌what we can achieve. Let us join hands and step into a new era of possibility, where the symphony of success echoes ceaselessly, guiding us to a brighter and bolder tomorrow.

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Pros and Cons of High Frequency Trading https://mktplace.org/pros-cons-high-frequency-trading/ https://mktplace.org/pros-cons-high-frequency-trading/#respond Fri, 05 Dec 2014 07:00:37 +0000 http://www.tradersdna.com/?p=32624

Norway’s $860 billion sovereign wealth fund — the world’s largest — has decided to abandon algorithm-based High Frequency Trading (HFT). The electronic “trail” left by such trading allows traders elsewhere to profit on the HFT orders placed by the fund. But the decision comes at a very tumultuous time for HFT trading: Although the majority of stock market trade volume is by way of HFT, regulators continue to cry “foul” when HFT abuse crosses the line into market fraud.

The Emergence of HFT Stocks

HFTs have become controversial in large part due to the fact that they now account for at least 50 percent of all trades transacted by traders in United States equity markets — although in 2011, that figure was widely quoted as being as high as 70 percent. But it is not just the percentage of volume that has sparked debate over its implementation but also whether it places conventional, institutional investors at a distinct disadvantage. In addition, the technology has given rise to a category of stocks known as “HFT stocks” that are favored by HFT traders. These easily traded, highly liquid stocks in large companies put long-term investors at a disadvantage if they do not employ the fastest trading media utilizing the latest, most aggressive algorithms.

The Liquidity Debate

Defenders of HFT point out that it lends greater liquidity to the market. However, opponents cite instances of large orders being placed only to be immediately canceled, creating nothing more than “phantom liquidity.” The SEC recently investigated a New York HFT firm for the manipulative practice of placing rapid-fire, aggressive  trades in the last two seconds of almost every trading day during a six-month period from June through December 2009 that resulted in the manipulation of closing prices of thousands of NASDAQ-listed stocks. The tactic overwhelmed the market’s available liquidity and artificially pushed the closing price in the firm’s favor.

Crossing the Line

Although the defendant firm was relatively small in size, it dominated the market in the last few seconds of a trading day for stocks that it otherwise traded only minimally. During the period investigated by the SEC, the firm’s trades constituted more than 70 percent of the total trading volume of the stocks it manipulated. A statement released by SEC Chair Mary Jo White cautioned: “When high frequency traders cross the line and engage in fraud we will pursue them as we do with anyone who manipulates the markets.”

The condemnation of HFT abuse was echoed by Andrew J. Ceresney, director of the SEC’s Division of Enforcement:

“Traders today can certainly use complex algorithms and take advantage of cutting-edge technology, but what happened here was fraud.”

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The Future of Trading – Part 1 https://mktplace.org/future-trading-part-1/ https://mktplace.org/future-trading-part-1/#respond Thu, 13 Nov 2014 12:00:55 +0000 http://www.tradersdna.com/?p=32527

With so many technological advancements, predicting the future of trading can’t really be that difficult. Computers can break down currency transactions to search for good stock prices just as any normal trader would. However, the only major difference between human traders and machines is that machines don’t employ the use of chat rooms, which, if you can remember, have attracted a high degree of scrutiny from trading regulators who attempted to disclose all evidence leading to manipulative practices in the market.

And because of this high frequency trading is seen as a solution to the Forex market and has now become a benchmark in case of trading complications and a crisis in the markets. So, what are human traders to do then just babysit the algorithm trading systems? ICAP’s Justyn Trenner stated,

“To the extent the future is machines, its humans babysitting machines, it’s like the U.S. Air flight that landed on the Hudson River. The pilot had to control the angle of descent manually and used the autopilot to keep the plane level; Captain Sullenberger could only do this because he knew how to use the machine”.

And it is true when you think about it, because can you ever go to sleep behind the wheel after putting your car on cruise control? However, if you look at the algorithm and high frequency trading from a broader perspective, you will realize the machines can significantly aid traders in choosing the most perfect trade condition and help execute decisions fairly rapidly.

The chief execute of C-View, Paul Chappell said,

“[Algorithms] seem the most appropriate way to execute a trade. We have implemented a tool to take profit and stop losses on each currency. This program automatically puts a risk wrap around our trades, saving us the manual effort of introducing the same controls manually.”

Over the last couple of years, you may have witnessed a great deal of change in the financial community, more specifically in trading and the investment markets. There have been some cutting edge advancements made pertaining to how trading data and information is transferred and how traders use this information to conduct fast trades. Not to mention the significant progress which has been made in regards to how traders communicate with each other.

>The technology has made a great impact on the financial industry and has helped democratize entire equity markets. In simple words, traders are now seeing an end to trading floors where trades in stocks, commodities and foreign exchange. This is how technology impacted trading:

Simultaneous Access and Information Gathering

For a majority of traders and investors, the technological trends shifts in trading have provided a beneficial window of opportunity. And traders and investors these days and for the days to come will not have to lead a central position at an important hedge fund and neither would they have to work hard to make important connections with the brokerage community over at Wall Street.

This is mainly because of the fact that all vital information and updates pertaining to the stock and Forex markets are now made available instantly to all traders via news sources like CNBC and Bloomberg as well as on websites like Forbes.com and Seeking Alpha and social media networks like Facebook and Twitter. This automation and the free flow of financial notifications give a strong chance to every trader to make his trading decisions and implement his strategies. Information is now accessible to anyone and not just the top dogs in trading.

Individual traders can now eliminate the time limit and delays that over the years have accompanied trading reports pertaining to government inflation and corporate earnings and data. Traders of today and tomorrow will use different stock and Forex trading and investment platforms designed to help you trade via your smartphone, tablet, PC, and laptop from virtually anywhere in the world which means you will never be detached from the financial world. Plus, traders will also get financial notifications on the go using various trading applications.

Moreover, all this innovation has also allowed traders to come up with various types of strategic trading methods they implement in order to establish their positions in the financial markets for assets. Algorithm trading or high frequency trading have been established as the most popular form of trading traders from different financial firms have started to use. In fact, there are many recognized and well-known traders in the market who firmly believe that algorithms, along with complex charting and analysis of trades, can make traditional approaches to analysis and evaluation redundant.

Although this is disconcerting to some traders but you cannot undermine the fast developing trends technology is bringing, especially at this stage. It has therefore become increasingly apparent that electronic trading has taken over a considerable portion of both stock and Forex markets.

Increased Trader Competition

Ryan Jordan who is a market analyst at Prime Trade said that,

“It is now relatively easy for individual traders to gain access to a wide variety of asset classes, and to trade them high efficiency execution. This is why there is such a high level of competition from broker to broker to carve out larger sections of the market.”

 

If you look at it from a broader perspective, competition can be a good element here. And this competition has resulted in various brokerage firms drastically altering their approach in order for the financial communities to take notice. For example, most brokerages firms have guaranteed, that’s right, they have guaranteed stock and Forex traders a ‘trading execution’, which means they ensure traders their stock orders will be executed at exactly the price levels they want. But, as you may know, guaranteeing this is impossible when market volatility sets in, making price execution impossible.

Secondly, a majority of modern-day brokerage companies have explained price slippage can be devastating, especially when you’re talking about a highly volatile market. And this is where trading platforms come in and many platforms have undergone several improvements to guarantee efficiency in trading.

The future of trading is bright although it is too soon to be predicting any trends changes. When you talk about trading, marketing specialists have predicted that three or four year down the line even non-professional traders will also be able to establish themselves in the market for assets and the Forex market, which is a good thing.

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High-Frequency Trading (HFT): How does it work? https://mktplace.org/high-frequency-trading-hft-how-does-it-work/ https://mktplace.org/high-frequency-trading-hft-how-does-it-work/#respond Sat, 08 Nov 2014 07:00:16 +0000 http://www.tradersdna.com/?p=32479

High-frequency trading (HFT), as the name suggests, refers to the quick transacting and processing of a large number of orders. It is a trading platform traders can use to place and execute orders. In HFT, traders make use of complex algorithms to analyze the financial market they are trading in and then execute the trades accordingly. In other words, HFT is a form of algorithmic trading with the use of the necessary tools that allow traders to make trades quickly.

Obviously, they do take into account the market conditions before going ahead with the trade. Traders who can think on their feet and make quick decisions are the ones who benefit the most from HFT.

History and Growth

Up until a few years back, HFT orders were responsible for more than half the orders placed in the market. However, HFT hasn’t been around for as long as some other trading methods and techniques. It only came to the fore at the turn of the millennium. The turning point was the authorization of electronic exchanges by the SEC, which took place in 1998. Back then, it took at least a few seconds for a trader to execute his/her trade. A decade later, decisions can be made and traders placed in a matter of milliseconds. Trading has never been this quick and it is only going to get faster in the future.

Despite all-round acceptance of the concept, it took a while for HFT to become a household term, at least as far as the financial markets are concerned. It took a 2009 article published in the New York Times to turn things around and make traders and analysts sit up and take notice that HFT is indeed a practice to be reckoned with, not just a passing fad. Things have changed since then, with Italy being the first country to impose a tax on HFT. Initially, traders were required to pay 0.002% tax on any equity transaction they made which didn’t last more than 0.5 seconds.

Rise in Popularity

What’s there to be gained from making trades in milliseconds, you might ask? After all, there are 8 hours when you can make trades on the floor and after that, you can continue planning your trades for the next day online. That being said, HFT really only gained popularity after the traders were rewarded for adding more liquidity to the market. The NYSE has in place a group known as the supplemental liquidly providers (SLPs). There purpose is to increase the competition in the market as well as make existing trades and quotes more liquid. To incentivize this practice, the NYSE pays a rebate to these providers.

Firms which engage in HFT are not known to have in their coffers a large sum of capital, as is the case with the largest trading firms and hedge funds in the market. Moreover, HFT firms are also unlikely to sustain their current positions in the market for too long, usually doing away with them before the end of the trading period. As a result, the Sharpe Ratio for HFT is considerably higher as compared to the usual buy and hold strategies traders use. This is the reason HFT traders compete with others of their ilk rather than against any long-term trader in the market.

How it Works

So, you might be curious to learn how HFT actually works. There are generally three main pointers which can be used to explain the HFT process:

  1. HFT firms choose the exchange they want to place the order on. Since they have direct access, they are not required to employ the services of a broker. They make the decisions pertaining to the trade on their own. Cutting out the middleman is what enables them to save time.
  2. HFT firms then execute their trades themselves or have a computer with a set of instructions programmed into it to do it for them. Of course, in case there are any variances, a trader has to manually execute the trade. That being said, it still enables them to make traders faster than is manually possible.
  3. Having intricate knowledge of how the market works and how trades are executed is important. You need to know how orders are placed and processed as you cannot get any additional help or assistance. Therefore, it is a given that HFT firms have the requisite knowledge to benefit from HFT.

So, this is all you need to know about HFT and how it works. As you can see, it can prove to be a winning strategy, particularly if you can find a way to automate the process.

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Algorithm Trading: How powerful is it? https://mktplace.org/algorithm-trading-how-powerful-is-it/ https://mktplace.org/algorithm-trading-how-powerful-is-it/#respond Fri, 07 Nov 2014 07:00:56 +0000 http://www.tradersdna.com/?p=32477

Wall Street, along with the financial centres in London and Hong Kong, have become algorithm trading hubs where thousands of traders employ sophisticated algorithm programs to gauge the market trends and rely on the analytical superiority of these high powered super computer programs. Algorithm trading is carried out by mathematical robots and big data crawlers that still few people actually know about.

Believe it or not, algorithm trading is now done all over the globe which has led to the emergence of a new technological trend in financial industries of several developed nations. You have to admit that at times people fail to predict market volatilities, the bull and bear trends and a number of factors, which algorithm systems never overlook.

What is Algorithm Trading?

At its core, algorithm trading, which can also be referred to as high frequency or HF trading, is a trading process which is conducted by highly sophisticated computer programs. These programs determine various aspects of a trade, which include critical decisions like timing, trends and prices in the market and the all the factors associated with these factors that can either affect them positively or negatively.  These programs are also designed to function independently, which means they can if they choose to, execute an entire trade order without consulting the trader.

Who Uses Algorithm Trading Strategies?

High frequency or algorithm trading is most commonly conducted by traders belonging to mutual and pension funds and in some cases, institutional traders who aim to break down a big trade into smaller chunks solely to manage the impact and risks caused by it in the market. Algorithm systems are complex and are not meant for every trader. These programs are designed to search for crucial trading factors like the ups and downs in interest rates, minor fluctuation in the economy, important news and notification and a number other intricacies.

They look for areas where they can mark an existing opportunity that is before anyone else can mark them. The algorithm systems which are employed in today’s trading practices have the ability to disperse massive trading orders into manageable pieces so they could be used in a multitude of regions across the world and at a speed which will remain unmatched.

Why Use Algorithm Trading?

The central purpose of HF or algorithm trading is to reduce the risk involved in a trade as much as possible. They present traders with smaller deals which allow them to enter and exit the markets faster than any other trader, also allowing the HF trader to switch between different trading platforms and exchanges.

Moreover, all financial markets are now operated by various sophisticated and overly complex trading technologies which have given a considerable edge to most traders. At the moment in the financial markets, top companies like Goldman Sachs, Morgan Stanley, and Citi, along with Barclays have been using some complex computer programs and big data programming in the Forex markets, which are responsible for a majority of trading in worldwide markets.

75% of All World Trading Is Done Through Algorithms

According to statistics and analytical research done on high frequency trading, it has been identified that algorithm trading now accounts for 75% of all trading done in the world. And not only that, it was also discovered that market trends are established through not just the macroeconomic factors or data but they are also determined by the traders who vigorously compete against each other to see who comes out on top in terms of the fastest information processing and the most analytical business minds. These are backed by big numbers in financial algorithms which have the ability to evaluate massive amounts of data to determine top profits margins.

Algorithm Trading & the Forex Markets

Some of the best algorithm traders in the Forex market are interbank traders who have been incorporating algorithm trading for the past couple of years. However, it is important to realize that algorithm trading has not yet put most independent trades at a disadvantage because most traders are focused on the long-term and upon witnessing the increased liquidity in the financial markets along with stability in share prices, a majority of independent traders are now seeking to integrate their trading styles and strategies with algorithm trading techniques and technologies.

Forms of High Frequency Traders

There are varying forms of algorithm traders. There are many HF traders who are referred to as market swingers and employ trading strategies to trade mostly on signals to create a market through the provision of securities on every side of the buy and sell trade order.

Other algorithm traders use high frequency systems to try and get a fix on where the markets are headed in the short run. Irrespective of the trading strategies these HF traders use and implement, they all aim at one thing only: making massive amounts of money without increasing the risk involved in their trades.

In the past five years alone, there has been a considerable rise in the number of traders using algorithm trading systems and according to a statistical analysis report published by the Aite Group LLC, a Boston based firm, it was identified that a third of all trades that were conducted in Europe and the US in 2006 were carried forward through algorithmic programs. Keeping this number in mind, you can say that 2% of 20,000 US companies use algorithm trading, especially in the equity markets.

Matthew Rothman, an analyst at Barclays Capital, had this to say,

“Five years ago, ‘high-frequency’ traders, and few others considered the funds more than a niche strategy. However, the niche’s role now overshadows that of mainstream brokers mutual funds and hedge funds.”

All in all, it is safe to assume there is going to be a big change in trading trends now that most independent investors and traders have seen what algorithm trading can do for them. And the sole reason for its increase in popularity is its potential for making huge profits while minimizing risk.

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