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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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Legacy Architecture Modernisation With Strategic Domain-Driven Design

Strategic Tech

It’s got a selection of free tools you can use for defining your technology strategy, shaping your architectural boundaries, and organising your teams. High-level Process Sections Conceptually, there are three major sections to a modernisation process. What architecture will be optimal for enabling that business vision?

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What are our re:Invent predictions? And updates!

The Symphonia

More “Service Mesh” style functionality across AWS Serverless services. This was sorta / kinda announced last year, and while both EKS and Fargate have individually advanced, the promised land of Serverlessish Kubernetes on AWS hasn’t yet materialized. API support for disabling / deleting sub accounts within AWS Organizations.

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

The Netflix TechBlog

mainly because of mundane reasons related to software engineering. We heard many stories about difficulties related to data access and basic data processing. While a typical machine learning workflow running on Metaflow touches only a small shard of this warehouse, it can still process terabytes of data.

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

The Netflix TechBlog

mainly because of mundane reasons related to software engineering. We heard many stories about difficulties related to data access and basic data processing. While a typical machine learning workflow running on Metaflow touches only a small shard of this warehouse, it can still process terabytes of data.

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Full visibility into your serverless applications with AI-powered Azure Functions monitoring (GA)

Dynatrace

As companies strive to innovate and deliver faster, modern software architecture is evolving at near the speed of light. It allows for the breaking up of heavy monolithic architectures into multiple serverless “functions.” Find out why your request is slow with top findings automatically analyzed and presented by Dynatrace.

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MLOps and DevOps: Why Data Makes It Different

O'Reilly

While there isn’t an authoritative definition for the term, it shares its ethos with its predecessor, the DevOps movement in software engineering: by adopting well-defined processes, modern tooling, and automated workflows, we can streamline the process of moving from development to robust production deployments.

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