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You're reading from  Building Low Latency Applications with C++

Product typeBook
Published inJul 2023
PublisherPackt
ISBN-139781837639359
Edition1st Edition
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Author (1)
Sourav Ghosh
Sourav Ghosh
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Sourav Ghosh

Sourav Ghosh has worked in several proprietary, high-frequency algorithmic trading firms over the last decade. He has built and deployed extremely low latency, high-throughput automated trading systems for trading exchanges around the world, across multiple asset classes. He specializes in statistical arbitrage market-making and pairs trading strategies with the most liquid global futures contracts. He is currently the vice president at an investment bank based in São Paulo, Brazil. He holds a master's in computer science from the University of Southern California. His areas of interest include computer architecture, FinTech, probability theory and stochastic processes, statistical learning and inference methods, and natural language processing.
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Measuring latencies in the trading engine

In this section, we will focus on adding performance measurement and timestamps to the trading client’s system – the market data consumer, the order gateway, and the trade engine and its subcomponents. Here too, we will measure the performance of internal components as well as add timestamps to help with a higher-level analysis of incoming and outgoing events latencies.

Understanding how to measure internally

The motivation and approach toward measuring the performance of internal components for the trading clients’ systems are identical to those on the exchange side. The complete list of internal measurements we will take is listed next, but interested readers should use similar techniques to add even more points of measurement as they see fit. We will see the code for how to measure these familiar methods shortly, but for now, the methods we will measure on the client’s side are the following:

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Building Low Latency Applications with C++
Published in: Jul 2023Publisher: PacktISBN-13: 9781837639359

Author (1)

author image
Sourav Ghosh

Sourav Ghosh has worked in several proprietary, high-frequency algorithmic trading firms over the last decade. He has built and deployed extremely low latency, high-throughput automated trading systems for trading exchanges around the world, across multiple asset classes. He specializes in statistical arbitrage market-making and pairs trading strategies with the most liquid global futures contracts. He is currently the vice president at an investment bank based in São Paulo, Brazil. He holds a master's in computer science from the University of Southern California. His areas of interest include computer architecture, FinTech, probability theory and stochastic processes, statistical learning and inference methods, and natural language processing.
Read more about Sourav Ghosh