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Live Algo Trading Challenges: Why Brokerages Fail Algorithmic Traders and How to Fix It
hedge fundsAnalyticsDatascienceeFXElectronic TradingForexgeneralOTCQuant

Live Algo Trading Challenges: Why Brokerages Fail Algorithmic Traders and How to Fix It

aggregationDecember 13, 2023February 26, 2026

This is a curated post, and the original post is here: Brokerages Suck: Navigating the Challenges of Live Algo Trading…

Discussion and Implementation of Modern Portfolio Theory
DatascienceElectronic TradinggeneralQuant

Discussion and Implementation of Modern Portfolio Theory

Ariel SilahianSeptember 13, 2023

What is modern portfolio theory? Risk is one of the most fundamental traits that is associated with every single decision…

Market Micro-structure visualization (an open-source project)
hedge fundsAnalyticsElectronic TradinggeneralinfrastructureMarket microstructure

Market Micro-structure visualization (an open-source project)

Ariel SilahianAugust 30, 2023July 23, 2024

If you have been following, you already know that I have always been focused on low-latency trading systems. Assuming that…

Introduction to Markov models and Markov Chains
AnalyticscareersDatascienceEditor PickElectronic TradinggeneralQuant

Introduction to Markov models and Markov Chains

Ariel SilahianFebruary 7, 2023July 23, 2024

This article was originally posted by Nagesh Singh Chauhan and you can read it here. The article contains a brief…

Using Monte Carlo Simulation for Algorithmic Trading
Market microstructureAnalyticsDatascienceElectronic Tradinggeneralhedge fundshft

Using Monte Carlo Simulation for Algorithmic Trading

Ariel SilahianJanuary 11, 2023

In financial markets, quantitative traders use the most common Monte Carlo Simulation method to reshuffle the order of their historical trades to help them better understand how a trading system could have happened.

Defensive Market Making Against Market Manipulators
hedge fundsAnalyticsElectronic TradinghftMarket microstructure

Defensive Market Making Against Market Manipulators

aggregationDecember 8, 2022

https://miro.medium.com/max/1400/0*2arApVA3c-sEuK3E Photo by Keith Johnston on Unsplash Greetings! In a previous article entitled “Simplified Avellaneda-Stoikov Market Making” we discussed how to use such…

How to Build a Quantitative HFT Forex-Shop
eFXElectronic TradingForexhedge fundshftinfrastructureOTC

How to Build a Quantitative HFT Forex-Shop

Ariel SilahianNovember 21, 2022

Introduction Building a Quant HFT on the forex market could be much more challenging than with other markets. Why? Because…

How do I design high-frequency trading systems and its architecture. Part III
Electronic Tradinggeneralhedge fundshftinfrastructure

How do I design high-frequency trading systems and its architecture. Part III

Ariel SilahianSeptember 11, 2022October 31, 2025

This is the last part of 3 series of articles I’ve been writing. In this part, I’m going to explain…

Top 10 reasons why we see HFT firms fail
generalhedge fundshftinfrastructure

Top 10 reasons why we see HFT firms fail

Ariel SilahianJune 23, 2022

This top 10 reasons list is by no means “the fact”, but is based on our own experience serving such firms with our Advisory service and those using our low-latency HFT platform.

We surveyed Hedge Funds worldwide, and this is how they increased profitability
generalhedge fundsinfrastructure

We surveyed Hedge Funds worldwide, and this is how they increased profitability

Ariel SilahianApril 20, 2022

Of 104 hedge funds surveyed, these are the actions and best practices they took to increase their profitability

Understanding Trading Latencies
Electronic Tradinggeneralhftinfrastructure

Understanding Trading Latencies

Ariel SilahianApril 18, 2022February 26, 2026

Regardless of how fast a transaction occurs, there will always be some delay due to the number and types of devices between the parties.

The time required to send data over long distances and through networking devices like routers and switches leads to delays in data centers, wide areas, and metro networks alike.

Biography of an HFT startup
Electronic Tradinggeneralhedge fundshftinfrastructure

Biography of an HFT startup

Ariel SilahianApril 22, 2018February 18, 2026

I strongly recommend reading carefully the story behind how this guy could build his own HFT firm. It’s a fascinating…

Witnessing HFT’s return
Electronic Tradinggeneralhedge fundshft

Witnessing HFT’s return

Ariel SilahianAugust 12, 2017

The platform was created from scratch, using lightweight C++ code. I was especially focused on the architecture of the software, something crucial to achieving high-speed processing. After platform was done, was the turn of creating, testing and adjusting the strategy.

Options Backtest: Iron Condor – SPX – 38 DTE
Derivatives

Options Backtest: Iron Condor – SPX – 38 DTE

Ariel SilahianJune 2, 2016

Iron Condor Backtest – SPX – 38 DTE We will look at the automated backtesting results for four variations of…

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