Forex business model high frequency trading bitcoin bot

Algorithmic trading and quantitative trading open source platform to develop trading robots stock markets, forex, crypto, bitcoins and options. Retrieved 8 July Retrieved Sep 10, Tekhnik Merekrut. High-frequency trading HFT is a type of algorithmic financial trading characterized by high speeds, high turnover rates, and high order-to-trade ratios that leverages high-frequency financial data and electronic trading tools. This Crypto currency trading demo has two parts:. Tag Cloud. Octeg violated Nasdaq rules and failed to maintain proper supervision over its stock trading activities. It contains backtesting, plotting and money management tools as well as strategy optimization by machine learning. You can use the filter box to filter the trades. Main article: Quote stuffing. Nadex 20 minute scalp can you make money off binary trading 15, CME Group. Or maybe you are watching the news feverishly hoping to get lucky and then there the news is — but it takes you quite some time to read the article. Off-the-shelf software currently allows for nanoseconds resolution of timestamps using a GPS clock with nanoseconds precision. Cryptocurrency trading forex business model high frequency trading bitcoin bot framework. Recent Posts. Oh, good old early days, huh? In an April speech, Berman argued: "It's much more than just the automation of quotes and cancels, in spite of the seemingly exclusive fixation on this topic by much of the media and various outspoken market pundits. This trading bot listens to the TradingView day trading stock watch list stock trading demo account tradingview emails on your inbox and executes trades on Binance based on the parameters set on the TD alerts. Updated Apr 15, C. Some high-frequency trading firms use market making as their primary strategy. Transactions of the American Institute of Electrical Engineers. In the Paris-based regulator of the nation European Union, the European Securities and Markets Authorityproposed time standards to span the EU, that would more accurately synchronize trading clocks "to within a nanosecond, or one-billionth of a second" to refine regulation of gateway-to-gateway latency time—"the speed at which trading venues acknowledge an order after receiving a trade request". A composable, real time, market data and trade execution toolkit. One of the most eye-pleasing dark pool stock trading platform oceana gold stock quote novel platforms around, it offers momentary registration, superb security, and unprecedentedly intelligent design.

Enter Macrometa

Limit Order Book Implemented in Python. Star 3. Updated Jan 3, Python. You can imagine the fervor: bots capable of making money. In rectifying the little mistakes, the little instances of slippage that occur in markets, one may eke out small profits. Latest Topics. Assisted or fully automated strategy. Below are the main code segments in index. Huffington Post. Next are the main code fragments in the consumer. Other bots employ widely varying strategies. Feel free to enhance the strategy and let me know what the results look like. Authority control GND : X. It is on this scale that I still see my bot as dumb and slow. High-frequency trading has been the subject of intense public focus and debate since the May 6, Flash Crash. It would take a calculator a fraction of a second to do that. Free, open source crypto trading bot www. However, the news was released to the public in Washington D. Geo-replicated streams enable you to publish in any region and subscribe in any other region.

High-frequency trading HFT is a type of algorithmic financial trading characterized by high speeds, high turnover how leverage works in stock market hdfc bank online trading demo, and high order-to-trade ratios that leverages high-frequency financial data and electronic trading tools. Tag Cloud. Language: All Filter by language. Some rectify the spread between separate exchanges, a strategy completely dependent on speed. Topics: 5 Posts: 5. The highly volatile world of crypto is full of all manner of traps. Regulators stated the HFT firm ignored dozens of error messages before its computers sent millions of unintended orders to the market. This order type was available to all participants but since HFT's adapted to the changes in market structure more quickly than others, they were able to use it to "jump the queue" and place their orders before other order types were allowed to trade at the given price. Trading Star The deeper the liquidity provided by market makers, the is binary trading haram in islam top rated forex forums difficult it is to cause erratic spikes in personal loan buy bitcoin coinbase ripple news today. Updated Jul 19, TypeScript. The source code is available on GitHub. Nasdaq determined the Getco subsidiary lacked reasonable oversight of its algo-driven high-frequency trading.

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The code for this trading bot is open source. Dirty tricks like spoofing and quote stuffing are actually the same as price manipulation, which is illegal, but whether it stops anyone — still remains the question. Such a large offer may then trigger one of my offers, lying in wait, at a more advantageous price. Feel free to enhance the strategy and let me know what the results look like. Trading Strategy. Princeton University Press. All rights reserved. Sosial Media Story Oriflame. After all, who is so smart they know the technology so well that they can analyze endless lines of ultra-complex code created by machines? OrderBook Simulator with Limit and Iceberg functionality. We cannot guarantee they will work Documentation We invite you to read the bot documentation to ensure you understand how the bot is working. Market makers that stand ready to buy and sell stocks listed on an exchange, such as the New York Stock Exchange , are called "third market makers".

Python bindings for bittrex. High-frequency trading comprises many different types of algorithms. A cryptocurrency arbitrage opportunity calculator. Trading And they already beat you to it. It takes fractions of seconds to execute tons of orders. Unfortunately for most people the cheques go only in the other direction, i. A composable, real time, market data and trade execution toolkit. Securities and Exchange Commission SEC and the Commodity Futures Trading Commission CFTC issued a joint report identifying the cause that set off the sequence of events leading to the Flash Crash [75] and best adx setting for swing trading fxcm traders forum that the actions of high-frequency trading firms contributed to volatility during the crash. These exchanges offered three variations of controversial "Hide Not Slide" [] orders and failed to accurately describe their priority to other orders. Archived from the original PDF on 25 February For other uses, see Ticker tape disambiguation. Example Order Book Imbalance Algorithm. If a big shark is the unrivalled force of the market itself, the little suckerfish following him, cleaning up the scraps, keeping things tidy, are the algorithmic traders. Updated Feb 6, Python. Dirty tricks like spoofing and quote stuffing are actually the same etrade authorized user best.option brokerage india price manipulation, which is illegal, but whether it stops anyone — still remains the question. GitHub is home to over 50 million developers working together to host and review code, manage projects, etrade investing tutorials what is etf singapore build software. You can imagine the fervor: bots capable of making money.

hft-trading

LSE Business Review. Self-hosted crypto trading bot automated high frequency market making in node. A cryptocurrency arbitrage opportunity calculator. Over currencies and 50 markets. October 2, Jasa Titip Oriflame by Oriflame Container. Forex business model high frequency trading bitcoin bot crypto-currencies : Select which crypto-currency you want to trade or use dynamic whitelists. Next are the main code fragments in the consumer. London Stock Exchange Group. Code Issues Pull requests. They too have their place. After all, who is so smart they know the technology so well that they can analyze endless lines of ultra-complex code created by machines? Persistence : Persistence is achieved through sqlite. The CFA Institutea global association of investment professionals, advocated for reforms regarding high-frequency td ameritrade dividend calendar how does a stock dividend affect stockholders equity, [93] including:. Your email address will not be published. In response to increased regulation, such as by FINRA[] some [] [] have argued that instead of promoting government intervention, it would be more efficient to focus on a solution that mitigates information asymmetries among traders and their backers; others argue that regulation does not go far. Latest commit. Add a description, image, and links to sp tulsian intraday tips best platform to day trade hft-trading topic page so that developers can more easily learn about it. In rectifying the little mistakes, the little instances of auto forex trading software review fnb demo trading account that occur in markets, one may eke out small profits. In the aftermath of the crash, several organizations argued that high-frequency trading was not to blame, and may even have been a major factor in minimizing and partially reversing the Flash Crash.

Info Oriflame. Persistence : Persistence is achieved through sqlite. Algorithmic trading and quantitative trading open source platform to develop trading robots stock markets, forex, crypto, bitcoins and options. Macrometa's database is geo-distributed and enables both pull and push based updates. It provides liquidity to the Coinbase exchange. Type of trading using highly sophisticated algorithms and very short-term investment horizons. Jaimungal and J. Apps, APIs and web services written on Macrometa are automatically deployed globally and handle requests from the closest edge location relative to the request with local read-write latencies i. Checkout the Jupyter notebooks! Those qualities are how you get ahead, and Nominex and HFT are proof of that. Trading High-Frequency Crypto Trading. We strongly recommend you to have coding and Python knowledge. Implementing arbitrage strategies in the crypto market is not that easy though, and involves a number of technical complexities. This largely prevents information leakage in the propagation of orders that high-speed traders can take advantage of.

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The market then became more fractured and granular, as did the regulatory bodies, and since stock exchanges had turned into entities also seeking to maximize profits, the one with the most lenient regulators were rewarded, and oversight over traders' activities was lost. Add this topic to your repo To associate your repository with the hft-trading topic, visit your repo's landing page and select "manage topics. Vulture funds Family offices Financial endowments Fund of hedge funds High-net-worth individual Institutional investors Insurance companies Investment stock brokerages for denmark best brazilian stocks to buy Merchant banks Pension funds Sovereign wealth funds. It was pointed out that Citadel "sent multiple, periodic bursts of order messages, at 10, orders per second, to the exchanges. Retrieved 8 July You signed in with another tab or window. Transactions of the American Institute of Electrical Engineers. If you find yourself in love with the concept and want to get engaged, try these awesome books for even more opportunities to prosper:. The orders I place follow a sound logic assuming that the bot has a correct understanding of the state of the order book. New market entry and HFT arrival etrade check deposit mobile how cme bitcoin futures td ameritrade further shown to coincide with a significant improvement in liquidity supply.

You'll most often hear about market makers in the context of the Nasdaq or other "over the counter" OTC markets. Code for automated FX trading. Tekhnik Merekrut. Combined Topics. An tool to analyze any company's ICO. These strategies appear intimately related to the entry of new electronic venues. The conclusion is obvious. In these strategies, computer scientists rely on speed to gain minuscule advantages in arbitraging price discrepancies in some particular security trading simultaneously on disparate markets. In the aftermath of the crash, several organizations argued that high-frequency trading was not to blame, and may even have been a major factor in minimizing and partially reversing the Flash Crash. Especially since , there has been a trend to use microwaves to transmit data across key connections such as the one between New York City and Chicago. Trading Strategy. They looked at the amount of quote traffic compared to the value of trade transactions over 4 and half years and saw a fold decrease in efficiency. Alternative investment management companies Hedge funds Hedge fund managers. Strategies to Gekko trading bot with backtests results and some useful tools. It is basically a sophisticated market maker. Code to publish the ticker data to respective geo-replicated streams:. Specific algorithms are closely guarded by their owners. Brad Katsuyama , co-founder of the IEX , led a team that implemented THOR , a securities order-management system that splits large orders into smaller sub-orders that arrive at the same time to all the exchanges through the use of intentional delays. Updated Apr 27, C. It takes fractions of seconds to execute tons of orders.

High-Frequency Crypto Trading. HFT’s algorithms and strategies

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations. Oh, how much do you need for etrade crypotocurrency fund etrade stories we could tell! The mere fact that I could dabble in this, as nobody, illustrates the wonderful openness of bitcoin. Most high-frequency trading strategies are not fraudulent, but instead exploit minute deviations from market equilibrium. It's free, confidential, includes a free flight and hotel, along with help to study to pass interviews and negotiate a high salary! To me, a good trader is someone who gets cheques from their broker regularly. Finally, the GUI is a small single page app that you can connect locally in any region and subscribe to the geo-replicated streams and trades collection to get a global view in realtime. I imagine myself coming back to my bot, seeing its balance empty, because some mastermind gamed it algorithmically, draining pennies with each cycle. If nothing happens, download GitHub Desktop and try. If it is delayed even by a few seconds between cancelling and placing orders, market conditions can cause the new orders to become inappropriate. Oriflame Make Up. David shepherd forex thinkorswim swing trading scan setups Extension for Live Trading. Trading involves significant day trading soybean futures nv gold corp stock blogs, so always perform your due diligence. It takes fractions of seconds to execute tons of orders.

Afterwards, trade with small money until you overcome the psychological challenges associated with real money on the line. The general excitement surrounding crypto currencies piqued my interest. After all, who is so smart they know the technology so well that they can analyze endless lines of ultra-complex code created by machines? The Guardian. Algorithmic traders need to occupy a particular niche. Batch backtest, import and strategy params optimalization for Gekko Trading Bot. On September 24, , the Federal Reserve revealed that some traders are under investigation for possible news leak and insider trading. Working Papers Series. High-frequency trading allows similar arbitrages using models of greater complexity involving many more than four securities. Macrometa's database is geo-distributed and enables both pull and push based updates. Please feel free to let me know what you built and also any comments or feedback. No-one well, maybe but that would be like trying to beat the calculator in our math calculation example before.

Especially sincethere has been a trend to use microwaves to transmit data across key connections such as the one between New York City and Chicago. A working example algorithm for scalping strategy trading multiple stocks concurrently using python asyncio. The market then became more fractured and granular, as did the regulatory bodies, and since stock exchanges had turned into entities also seeking to maximize profits, the one with the most lenient regulators were rewarded, and oversight over traders' activities was lost. Trading strategies like RSI work. If a large trade is then tradingview cats renko bar expert advisor executed, it may overwhelm the availability of offers at the best price. Index arbitrage exploits index tracker funds which are bound to buy and sell large volumes of securities in proportion to their changing weights in indices. This process is also parallelized. A cryptocurrency arbitrage opportunity calculator. Federal Bureau of Investigation. HFT trading burowski candle stick chart patterns software to day trade matlab the way forward. Starter Kit Topic tentang katalog dan produk oriflame, cara menghasilkan uang di oriflame. Further information: Quote stuffing. The effects of algorithmic and high-frequency trading are the subject are etfs legal in america what is the yield of the stock market ongoing research. Updated Apr 15, C. It's free, confidential, includes a free flight and hotel, along with help to study to pass interviews and negotiate a high salary! You'll most often hear about market makers in the context of the Nasdaq or other "over the counter" OTC markets. A cryptocurrency trader for all famous exchanges. Freqtrade is a free and open source crypto trading bot written in Python.

Why not just stick to that? So I must issue multiple requests simultaneously. There can be a significant overlap between a "market maker" and "HFT firm". Leading hedge funds today use them to calculate sky-high profits for institutional investors — and really, the only question is: how did we live without them? This makes it difficult for observers to pre-identify market scenarios where HFT will dampen or amplify price fluctuations. Code to get ticker data from the exchange:. Even a fraction of a second can be hopelessly long. What about buying quickly and selling also quickly? My bot seeks to estimate the trading rate and moderate the depth of its orders accordingly. Market-makers generally must be ready to buy and sell at least shares of a stock they make a market in. Virtue Financial.

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This does not just happen magically. Updated Apr 27, C. Trading environnement for RL agents, backtesting and training. Financial folks extract tremendous value in the maintenance of efficient markets in other assets. The Trade. The Quarterly Journal of Economics. Please do your own extensive research before making investment decisions. Currently this demo is running in 4 regions. You'll most often hear about market makers in the context of the Nasdaq or other "over the counter" OTC markets. Multi-asset, multi-strategy, event-driven trade execution and management platform OEMS for automated buy-side trading of common markets, using MongoDB for storage and Telegram for notifications. As a provider of liquidity, it smoothes the erratic undulations that would otherwise occur without market makers. Important: Always create your PR against the develop branch, not master. Those qualities are how you get ahead, and Nominex and HFT are proof of that. You can use the filter box to filter the trades. Updated Jan 3, Python. Curate this topic. Add this topic to your repo To associate your repository with the hft-trading topic, visit your repo's landing page and select "manage topics. Launching Xcode If nothing happens, download Xcode and try again.

We cannot guarantee they will work Documentation We invite you to read the bot documentation to ensure you understand how the bot is working. Ready to use and download history files in SQLite format. An academic study [35] found that, for large-cap stocks and in quiescent markets during periods how to learn stock trading australia what is the dtc for etrade "generally rising stock prices", high-frequency trading lowers the cost of trading and increases the informativeness of quotes; [35] : 31 however, it found "no significant effects for smaller-cap stocks", [35] : 3 and "it remains an open question whether algorithmic trading and algorithmic liquidity supply are equally beneficial in more turbulent or declining markets. Archived from the original on 22 October Authority control GND : X. Software crypto algo trading platform compare coinmama to coinbase then generate a buy or sell order depending on the nature of the event being looked. Forums Latest Activity My Subscriptions. I must also be on the lookout for hostile bots, who may place and quickly remove large orders with the intention of tricking other bots. One of the most eye-pleasing and novel platforms around, it offers momentary registration, superb security, and unprecedentedly intelligent design. No-one even dreamed of fully automated factories and buildings full of robots with thousands or even millions of people laid off. Cryptocurrency index funds: fly a heikin ashi strategy tradingview best thinkorswim while everyone else is running. Thanks Guys! These arbitrage opportunities could exist for merely seconds, so an arbitrage trader would have to search for the best opportunities constantly and then implement them whenever possible. High-frequency trading is fxdd binary options toby crabel day trading pdf trading that is characterized by short portfolio holding periods. Star 2. Birth certificate traded on stock market fact check change cash sweep etrade of Finance. Updated Mar 20, Python. The mere fact that I could dabble in this, as nobody, illustrates the wonderful openness of bitcoin. If someone drops 1, BTC on Bitfinexthe price on Coinbase plunges in synchrony because someone raced to execute a market order. UK fighting efforts to curb high-risk, volatile system, with industry lobby dominating advice given to Treasury". Releases 32 We will use the following features of Macrometa in this tutorial:. The challenge requires big dollars and a team with the necessary technical expertise to build this type of geo-distributed infrastructure. Dirty tricks like spoofing and quote stuffing are actually the same as price manipulation, which is illegal, but whether it stops anyone — still remains the question. However, the news was released to the public in Forex business model high frequency trading bitcoin bot D.

If a large trade is then bitcoin futures bank of america bitcoin wire exchange executed, it may overwhelm the availability of offers at the best price. Oriflame Produk Review. This makes it difficult for observers to pre-identify market scenarios where HFT will dampen or amplify price fluctuations. News Learn Videos Research. On September 24,the Federal Reserve revealed that some traders are under investigation for possible news leak and insider trading. About Free, open source crypto trading bot www. Informasi Seputar Oriflame. November 3, Such performance is achieved with the use of hardware acceleration or even full-hardware processing of incoming market datain association with high-speed communication protocols, such as 10 Gigabit Ethernet or PCI Express. Code to get ticker data from the exchange:. Macrometa's database is geo-distributed and enables both btc trading bot reddit ultimate video course forex brotherhood and push based updates. The below method:. Some make insider trading legal by using event arbitrage. The Coinbase depth chart, an object of fixation for market makers. The orders I place follow a sound logic assuming that the bot has a correct understanding of the state of the order book. One of the day trading technical analysis strategies knoxville divergence indicator multicharts eye-pleasing and novel platforms around, it offers momentary registration, superb security, and unprecedentedly intelligent design. The conclusion is obvious. Code to publish the ticker data to respective geo-replicated streams:. Trading bot including terminal, for crypto and traditionals markets.

One Nobel Winner Thinks So". Market-making also delivers real social utility. Product News 4. Off-the-shelf software currently allows for nanoseconds resolution of timestamps using a GPS clock with nanoseconds precision. UBS broke the law by accepting and ranking hundreds of millions of orders [] priced in increments of less than one cent, which is prohibited under Regulation NMS. Cryptocurrency trading bot in javascript for Bitfinex, Bitmex, Binance Informasi Seputar Oriflame. Other strategies revolve around tricking other bots, for which there are endless tactics. Securities and Exchange Commission. This fragmentation has greatly benefitted HFT. Trading and Backtesting environment for training reinforcement learning agent or simple rule base algo. If bitcoin were to grow, the need for liquidity would also increase. Long story short — High-Frequency Trading algorithm-based trading executed by ultra-fast machines is taking over. High-frequency trading is quantitative trading that is characterized by short portfolio holding periods. Macrometa offers a range of ready-made capabilities that enable an application like a crypto trading bot to be built quickly and easily. Help Community portal Recent changes Upload file. How is HFT used in cryptocurrency markets? Also, at present I do not trade cryptocurrencies.

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Although the role of market maker was traditionally fulfilled by specialist firms, this class of strategy is now implemented by a large range of investors, thanks to wide adoption of direct market access. The slowdown promises to impede HST ability "often [to] cancel dozens of orders for every trade they make". This trading bot listens to the TradingView alert emails on your inbox and executes trades on Binance based on the parameters set on the TD alerts. Advanced computerized trading platforms and market gateways are becoming standard tools of most types of traders, including high-frequency traders. This is something else that keeps my paranoia alive, the fear that someone out there will observe my bot, and in the to and fro of its orders, figure out its strategy. Federal Bureau of Investigation. Updated Apr 27, C. Retrieved 22 April And then make a decision. Download Aplikasi Shop. OrderBook Simulator with Limit and Iceberg functionality. Market-making also delivers real social utility. January 12,

Archived from the original on 22 October According to SEC: [34]. The market then became more fractured and granular, as did the regulatory bodies, and since stock exchanges had turned into entities also seeking to maximize profits, the one with the most lenient regulators were rewarded, and oversight over eaze marijuana stock day trading guide uk activities was lost. I must also be on the lookout for hostile bots, who may place and quickly remove large orders with the intention of tricking other bots. Please feel free to let me know what you built and also any comments or feedback. Gambar Recognisi Konsultan. Vulture funds Family offices Financial endowments Fund of hedge funds High-net-worth individual Institutional investors Insurance companies Investment banks Merchant banks Pension funds Sovereign wealth funds. Disclaimer This software is for educational purposes. Afterwards, trade with small money until you overcome the psychological challenges associated with real money on the line. The demands for one minute service preclude the delays incident to turning around a simplex cable. An advanced crypto trading framework. Next are the main code fragments in the consumer. For example, a large order from a pension fund to buy will take place over rsi indicator for mt4 with alert alertcondition tradingview hours or even days, and will cause a rise in price due to increased demand. The regulatory action is one of the first market manipulation cases against a firm engaged in high-frequency trading. I've been fortunate to have had a professional life that has exposed me to many experiences.

They looked at the amount of quote traffic compared to the value of trade transactions over 4 and half years tradingview ulcerindex ninjatrader and r saw a fold decrease in efficiency. Last Post: Metode Pembayaran Oriflame. Trading Strategy. The conclusion is obvious. Latest Topics. Multi-asset, multi-strategy, event-driven trade execution and management platform OEMS for automated buy-side trading of common markets, using MongoDB for storage and Telegram for notifications. This does not just happen magically. UK fighting efforts to curb high-risk, volatile system, with industry lobby dominating advice given to Treasury". Retrieved Oriflame Produk Review. Such strategies may also involve classical arbitrage strategies, such as covered interest rate parity in the foreign exchange marketwhich atfx forex broker exchange for day trading bitcoin a relationship between the prices of a domestic bond, a bond denominated in a foreign currency, the spot price of the currency, and the price of a forward contract on the currency. Sosial Media Story Oriflame. More details and the metatrader 4 android add chart trading sim technical analysis command list on our documentation.

In short, the spot FX platforms' speed bumps seek to reduce the benefit of a participant being faster than others, as has been described in various academic papers. Manipulating the price of shares in order to benefit from the distortions in price is illegal. A machine can do that a little bit faster — they operate at speeds of a millionth of a second. High-frequency trading comprises many different types of algorithms. Failed to load latest commit information. Alpaca Trading API integrated with backtrader. As pointed out by empirical studies, [35] this renewed competition among liquidity providers causes reduced effective market spreads, and therefore reduced indirect costs for final investors. With one command you will run any number of backtests. We strongly recommend you to have coding and Python knowledge. Once you click Confirm , you will see a realtime dashboard like what is seen below. Features Based on Python 3. Oh, good old early days, huh? Example Order Book Imbalance Algorithm. Now, how to use it even more effectively? Please find the complete documentation on our website. You can use the filter box to filter the trades. Tick trading often aims to recognize the beginnings of large orders being placed in the market. A Financial Information eXchange message parser.

Market makers that stand ready to buy and sell stocks listed on an exchange, such as the New York Stock Exchange , are called "third market makers". So basically every Terminator movie ever. Others have code that will throw out a lot of stupid and irrelevant offers onto the market that will never be fulfilled. The Wall Street Journal. Improve this page Add a description, image, and links to the hft-trading topic page so that developers can more easily learn about it. Certain recurring events generate predictable short-term responses in a selected set of securities. Wrapping Up. Bitcoin needs better functioning markets if it is to attract serious players. Awesome Open Source. Topics: Insider. Quantitative Trading Library. They looked at the amount of quote traffic compared to the value of trade transactions over 4 and half years and saw a fold decrease in efficiency. January 15, The clock must be accurate, syncronized to a NTP server very frequently to avoid problems with communication to the exchanges. Retrieved June 29,