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BJF Trading Group Research

Papers on broker execution, latency arbitrage, HFT architecture, and market microstructure, by Boris Fesenko, building execution software since 2000.

This is the research library of BJF Trading Group. Each paper takes a claim traders usually argue about, broker fairness, whether an arbitrage edge survives, when it pays to trade, and settles it with data and reproducible method. The work is authored by Boris Fesenko (Ontario, Canada) and mirrored on open academic repositories (Academia.edu, SSRN, Zenodo, OSF) with DOIs where available, so it can be cited and checked. Read the abstracts below, then open the full papers.

Broker execution & market microstructure

Broker execution
BEQI: An Open Methodology for Retail Forex Broker Execution Quality Measurement
Boris Fesenko, BJF Trading Group Inc.

An open, reproducible methodology that scores a broker’s execution quality from a trader’s own trade and tick logs, combining fill rate, slippage symmetry, rejection behavior, and latency into a single comparable index. Includes the full method and an open-source reference implementation.

Also on: Academia.edu.

Microstructure
The Mathematics of Slippage: When Latency Arbitrage Stops Paying
Boris Fesenko, BJF Trading Group Inc.

Examines how latency-arbitrage profitability in over-the-counter forex depends on measurable factors, including the trader’s latency edge, and derives the point at which asymmetric fills and costs erase the edge entirely.

Also on: ResearchGate.

Latency arbitrage
Quantifying the Execution-Time Gap in Latency Arbitrage Backtests
Boris Fesenko, BJF Trading Group Inc.

A mathematical framework, with empirical validation, for how much of a latency-arbitrage edge disappears between backtest and production once real execution delays are modeled. Shows why perfect-fill backtests systematically overstate performance.

DOI: 10.5281/zenodo.20616790.

HFT architecture, detection & masking

HFT architecture
High-Frequency Trading Architecture for Retail Traders
Boris Fesenko, BJF Trading Group Inc.

Sets out a practical high-frequency trading architecture adapted to the constraints, connectivity, and infrastructure realistically available to retail traders, rather than to an institutional desk.

Detection & masking
The Evolution of Masking Strategies in Retail High-Frequency Trading, 2018 to 2026
Boris Fesenko, BJF Trading Group Inc.

Traces how retail HFT masking evolved across four phases in response to increasingly sophisticated broker surveillance, from basic latency arbitrage to hybrid architectures that combine statistical signals with lock-arbitrage recovery.

Arbitrage strategy & timing

Arbitrage
Using Arbitrage Strategies in Trading on Financial Markets
Boris Fesenko, BJF Trading Group Inc.

A foundational overview of arbitrage strategies across financial markets and how retail traders can apply them, setting the context for the more specialized execution and timing papers in this library.

Arbitrage
The Persistence of Arbitrage Opportunities in Retail Forex
Boris Fesenko, BJF Trading Group Inc.

Measures how long price-feed and execution inefficiencies persist in retail forex before they are competed away or filtered by broker risk systems, and what drives their decay.

Also on: MPRA and ResearchGate.

Timing
A Sliding Best-Window Algorithm for Time-of-Day Opportunity Density in Statistical Arbitrage
Boris Fesenko, BJF Trading Group Inc.

An automated sliding-window algorithm that detects periods of concentrated trading opportunity through the day from event-stream data, without prior assumptions about timing or duration.

DOI: 10.5281/zenodo.20722107.

News trading

News trading
Automated Economic News Trading in Retail Forex Markets: Infrastructure, Execution Architecture and Performance Characteristics
Boris Fesenko, BJF Trading Group Inc.

Documents the infrastructure, execution architecture, and performance characteristics of automated economic-news trading in retail forex, from data capture through order execution around scheduled releases.

Book

Book
Trader’s Treasure, Broker’s Nightmare
Boris Fesenko

Boris Fesenko’s book on the realities of retail trading and the broker-side mechanics that shape execution, the practitioner backdrop to the research in this library.

From research to practice

Put the findings to work: understand broker execution, and score your own with the open BEQI methodology.

Broker Execution Explained
Audit Your Broker