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SESSION + Live Q&A

Understanding CPU Microarchitecture to Increase Performance

Microprocessors have evolved over decades to eke out performance from existing code. But the microarchitecture of the CPU leaks into the assumptions of a flat memory model, with the result that equivalent code can run significantly faster by working with, rather than fighting against, the microarchitecture of the CPU.  

In this talk, Alex Blewitt will present the microarchitecture of modern CPUs, showing how misaligned data can cause cache line false sharing, how branch prediction works and when it fails, how to read CPU specific performance monitoring counters and use that in conjunction with tools like perf and toplev to discover where bottlenecks in CPU heavy code live. We’ll use these facts to revisit performance advice on general code patterns and the things to look out for in executing systems. The talk will be language agnostic, although it will be based on the Linux/x86_64 architecture.


Speaker

Alex Blewitt

Head of Cloud Infrastructure at Santander

Alex Blewitt has been working with Java since its first release, and has worked on JVM projects at Goldman Sachs and Credit Suisse, where he was the JCP representative until 2016. He co-founded the Docklands.LJC and has spoken about Java and performance at several conferences, and writes for...

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Location

St James, 4th flr.

Track

Bare Knuckle Performance

Topics

PerformanceLinuxHardwareCode AnalysisOptimization

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