课程: Advanced AI Analytics on AWS: Amazon Bedrock, Q, SageMaker Data Wrangler, and QuickSight

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Benchmarking lambda performance: Rust vs. Python with Claude

Benchmarking lambda performance: Rust vs. Python with Claude

课程: Advanced AI Analytics on AWS: Amazon Bedrock, Q, SageMaker Data Wrangler, and QuickSight

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Benchmarking lambda performance: Rust vs. Python with Claude

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- [Instructor] AI enhanced software engineering instrumentation is one of the powerful new workflows that's available on AWS platform. First, let's take a look at this Python versus Rust Lambda Performance Analysis. What's fascinating about it is that I was able to take real data. In this case, it was benchmark that I developed that I'm going to show in a second, go through and run these benchmarks, get all this analytics data, and then throw it into Claude via the Bedrock interface on AWS, and ask for a visualization, and it can create this visualization using SVG. Now, in this case, we have this Python versus Rust Lambda performance that has a 91.8% performance improvement. And over this particular simulation, it achieved 1.35 million monthly cost savings. And this is again, a real world benchmark on synthetic data that would extrapolate out to billions of requests. And so what we see here is that there's a very big difference in the execution time. In the case of the Python Lambda,…

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