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Speedrun Into Massive Data - Using SIMD in C#

NDC Conferences via YouTube

Overview

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Learn how to leverage SIMD (Single Instruction Multiple Data) technology in C# to dramatically improve application performance in this 56-minute conference talk from NDC Oslo 2025. Discover the fundamentals of SIMD and understand why it's an essential tool for modern .NET developers seeking to optimize data processing operations. Explore how System.Numerics.Vectors simplifies SIMD implementation by abstracting complex hardware-specific optimizations including SSE2 and SSE4 instruction sets. Follow along with practical, hands-on examples that demonstrate SIMD's real-world applications in .NET, complete with performance benchmarks that clearly show where SIMD excels and where traditional approaches remain more suitable. Delve into advanced topics including CUDA integration and techniques for writing .NET code that executes on graphics processing units. Master the art of balancing extreme performance optimization with code maintainability, gaining the knowledge to make informed decisions about when to implement SIMD versus simpler alternatives. Walk away with practical skills for extracting maximum performance from your applications when computational efficiency is critical.

Syllabus

Speedrun Into Massive Data: Using SIMD in C# - Steven Giesel - NDC Oslo 2025

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