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Highlights from the O'Reilly Software Architecture Conference in New York 2018

O'Reilly Software

Watch highlights covering the latest tools and techniques of software architecture. From the O'Reilly Software Architecture Conference in New York 2018. Experts from across the software architecture world came together in New York for the O'Reilly Software Architecture Conference.

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

The Netflix TechBlog

The infrastructure should allow them to exercise their freedom as data scientists but it should provide enough guardrails and scaffolding, so they don’t have to worry about software architecture too much. Introducing Metaflow These observations motivated Metaflow, our human-centric framework for data science.

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Building High-Quality Software

DZone

They are rerun(in the best case) and thus defeating the whole purpose of this exercise while spending tons and tons of time/money/energy on this).nn> They are rerun(in the best case) and thus defeating the whole purpose of this exercise while spending tons and tons of time/money/energy on this).nn> "}">I heard all kinds of answers.

Software 245
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Enterprise Architecture in a Product-Oriented DevOps World

Strategic Tech

Enterprise Architecture (EA) is hugely important for medium and large organisations. However, if nobody reads the documentation and it gets out of date quickly, it’s a tick-box exercise rather than a value creating one. In my experience as a consultant, EAs are not having the impact they should. Enterprise Architects are smart people.

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Architecture & DDD Kata: Online Car Dealership

Strategic Tech

I’ve just created a new kata which you and your team/friends can use to practice your architecture and domain-driven design skills. All architecture decisions are ultimately driven by a company’s business model, so I think this is a sensible starting point. Is each domain core, supporting, or generic?

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

The Netflix TechBlog

The infrastructure should allow them to exercise their freedom as data scientists but it should provide enough guardrails and scaffolding, so they don’t have to worry about software architecture too much. Introducing Metaflow These observations motivated Metaflow, our human-centric framework for data science.

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Amazon EC2 Cluster GPU Instances - All Things Distributed

All Things Distributed

Building general purpose architectures has always been hard; there are often so many conflicting requirements that you cannot derive an architecture that will serve all, so we have often ended up focusing on one side of the requirements that allow you to serve that area really well. From CPU to GPU.

AWS 127