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Trends and Topics for 2022

Adrian Cockcroft

My talks on Failing Over Without Falling Over are still very relevant, but AWS did finally release a key new service that implements key parts of the architecture: AWS Route 53 Application Recovery Controller. For example AWS launched an instance type with 800 Gbits/s of network bandwith in 2021. primarily virtual?—?and

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Symphonia’s Serverless Insights — March 2018

The Symphonia

And finally, while some people claim that Serverless doesn’t work for the enterprise, Capital One are busy migrating their regulated financial applications from a mainframe to AWS Lambda. If you’re looking for training we have several tutorials and workshops on the calendar. Just saying. See our complete speaking schedule here.

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A 5G future

O'Reilly

I’ve always been unimpressed by streaming services for music and video, at least partly because they’re least available when you most want them: when you’re flying or on a train, in at a technical conference with 3,000 attendees maxing out the hotel’s network. At a gigabit, you don’t have to think twice.

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Open-Sourcing Metaflow, a Human-Centric Framework for Data Science

The Netflix TechBlog

On the other hand, very few data scientists feel strongly about the nature of the data warehouse, the compute platform that trains and scores their models, or the workflow scheduler. In this hypothetical example, the flow trains two versions of a model in parallel and chooses the one with the highest score.

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Open-Sourcing Metaflow, a Human-Centric Framework for Data Science

The Netflix TechBlog

On the other hand, very few data scientists feel strongly about the nature of the data warehouse, the compute platform that trains and scores their models, or the workflow scheduler. In this hypothetical example, the flow trains two versions of a model in parallel and chooses the one with the highest score.

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MLOps and DevOps: Why Data Makes It Different

O'Reilly

Cloud-based data warehouses, such as Snowflake , AWS’ portfolio of databases like RDS, Redshift or Aurora , or an S3-based data lake , are a great match to ML use cases since they tend to be much more scalable than traditional databases, both in terms of the data set sizes as well as query patterns. Software Development Layers.

DevOps 138
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O’Reilly serverless survey 2019: Concerns, what works, and what to expect

O'Reilly

Given that Amazon’s AWS Lambda functions are only five years old this November, anyone with more than three years of experience is a very early adopter. These features evolve quickly as vendors vigorously compete to attract and retain customers—making up-to-date formal training difficult to maintain. Concluding thoughts.