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Demystifying MLOps: From Notebook to ML Application

Xebia

Several of these providers offer “serverless” deployment options, but we’ll refer to those as “servers” in the following, as they still require a physical machine to run your code. Continuous integration and continuous deployment (CI/CD) We already went from a local notebook to a container to cloud.

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Technology Trends for 2023

O'Reilly Media - Ideas

Year-over-year growth for software development topics Software architecture Software architecture is a very broad category that encompasses everything from design patterns (which we also saw under software development) to relatively trendy topics like serverless and event-driven architecture. That could be a big issue. What does this tell us?

Trends 134
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So you’re a new CISO? Let’s navigate your first 90 days

Lacework

It also has to be done in an automated fashion — spreadsheets were never a good method. Under the hood, these are serverless functions — in AWS, it’s Lambda). Embed a security engineer in your continuous integration (CI) and continuous delivery (CD) teams.

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Our DevOps Toolbox: Kubernetes

Exadel

Companies have a lot of choices in how they deploy and run applications today: bare metal, VMs, containers, serverless, etc. By deploying applications on Kubernetes in this fashion, we can get the most from our computing resources. ← Our DevOps Methodologies: Continuous Integration. Business Value.

DevOps 8
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Technology Trends for 2022

O'Reilly Media - Ideas

Finally, last year we observed that serverless appeared to be keeping pace with microservices. While microservices shows healthy growth, serverless is one of the few topics in this group to see a decline—and a large one at that (41%). It’s very hard to bet against them when it comes to making high-tech fashion accessories.

Trends 110
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Where Programming, Ops, AI, and the Cloud are Headed in 2021

O'Reilly Media - Ideas

Trendy, fashionable things are often a flash in the pan, forgotten or regretted a year or two later (like Pet Rocks or Chia Pets ). New frameworks appear every day (literally), and our corporate clients won’t suddenly tell their staff to reimplement the ecommerce site just because last year’s hot framework is no longer fashionable.