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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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Adding an instrumentation system to measure system performance

The first task we need to tackle is to add a few utility methods that will serve as the base of our performance measurement system. These are meant to be used to measure the latencies of internal components and subcomponents for processes running on the same server. These are also meant to be used to measure latencies between the different components, which are unlikely to be on the same server in practice, such as the trading exchange and the trading clients, which are on different servers. Note, however, that in this book, we run the trading exchange and the trading clients on the same server for simplicity. Now, let us start by adding these utilities in the next section.

Adding utilities for performance measurement using RDTSC

The first performance measurement utility we add does not directly measure the time itself but, instead, measures how many CPU clock cycles elapse between two spots in our code base. This...

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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