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Inside a Low-Latency Trading Network: UDP Market Data and TCP Order Flow | Trading Engineering — Deep Dive #9
Inside a Low-Latency Trading Network: UDP Market Data and TCP Order FlowTrading Engineering — Deep Dive #9IntroductionWhen discussing networking in low-latency trading systems, simply comparing TCP and UDP is not enough.In a real trading system, market data and order flow follow different network paths and have different engineering requirements.A simplified exchange-connected trading architectu..
Why NUMA and Memory Locality Matter in Low-Latency Trading Systems | Trading Engineering — Deep Dive #4
Why NUMA and Memory Locality Matter in Low-Latency Trading SystemsTrading Engineering — Deep Dive #4In low-latency trading systems, CPU performance is only part of the story.Where the data is located can be just as important.Modern servers may use multiple CPU sockets and NUMA (Non-Uniform Memory Access) architectures. In such systems, memory access does not always have the same cost.Even within..
Why Low Latency Matters in Automated Trading | Trading Engineering #2
Why Low Latency Matters in Automated TradingTrading Engineering Series — 02 In automated trading, speed is not simply a matter of convenience.For many trading strategies, latency can directly affect the probability of execution, execution price, and ultimately the profitability of the strategy.A strategy may identify a profitable opportunity within microseconds. However, if the order reaches the..