From the course: Serverless Architecture

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Architecture: Genomic-scale analysis

Architecture: Genomic-scale analysis - Amazon Web Services (AWS) Tutorial

From the course: Serverless Architecture

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Architecture: Genomic-scale analysis

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- [Instructor] Talking about some other work that I did on Cloud Native, I've written a series of three articles and I mentioned it in this course and I'm going to talk about how to modernize. So, you can see this was published in 2018 and this is a three part series and you're welcome to read it, and all the source code is there. And I've mentioned the use case, which is machine learning, that's scaled serverlessly, which was on-prem. And the on-prem runs took 500 hours. And we did a phased approach, just like I just showed you, very similar reasons. The first phase was we did a "lift and shift" where we just created a Hadoop Spark cluster using elastic MapReduce on Amazon. And we got very good improvements and the team learned quite a lot. We went from 500 hours to, you know, 10 hours or 15 hours, but we wanted to go further. And so, we took it to the level of managed containers. So, this is an example of Kubernetes,…

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