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Building and Scaling Data Lineage at Netflix to Improve Data Infrastructure Reliability, and…

The Netflix TechBlog

Netflix Data Landscape Freedom & Responsibility (F&R) is the lynchpin of Netflix’s culture empowering teams to move fast to deliver on innovation and operate with freedom to satisfy their mission. We are designing a CRUD layer and exposing it as REST APIs to make it easier for anyone to publish lineage data to our pipelines.

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Signs that it’s time to leave a company…

Adrian Cockcroft

I saw this play out while I was at Sun Microsystems as the dot com bubble burst in 2001–2004. Innovation goes away, micromanagement appears and everyone gets less useful work done. There is a tendency to micromanage and add process overhead that needs to be resisted.

AWS 98
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MICRO 2019 Trip Report

ACM Sigarch

The technical program, put together by program chairs Tor Aamodt and Reetuparna Das , showcased key innovations across a wide range of computer architecture topics, from domain-specific accelerators to in/near-memory computing and from security to quantum computing. . This year’s MICRO had three inspiring keynote talks. Conference.

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Jamstack CMS: The Past, The Present and The Future

Smashing Magazine

In the 2000s we had a showdown of two popular blog publishing platforms — MovableType in 2001 and WordPress in 2003. It took ideas from Nanoc and pushed them even further with two significant innovations: Front matter. Online, and live. Aug 31 & Sep 1, 2021. Jump to the workshop ?. Blog aware. Less Reliance On Developers.

Ecommerce 142
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Data Mining Problems in Retail

Highly Scalable

More specifically, the article was inspired by three major case studies from Albert Heijn [KOK07], the largest supermarket chain in the Netherlands, Zara [CA12], an international apparel retailer, and RueLaLa [JH14], an innovative online fashion retailer. Outputs of this tier can be used to configure downstream processes.

Retail 152
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What Adrian Did Next?—?Part 2?—?Sun Microsystems

Adrian Cockcroft

I really enjoyed the variety of working with several different customers every day, on different problems, and being part of an extremely innovative and fast growing company. I’d helped eBay recover from capacity related outages in 1999 and had setup their capacity planning processes.

Tuning 52
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Netflix: A Culture of Learning

The Netflix TechBlog

The secret sauce that turns the raw ingredients of experimentation into supercharged product innovation is culture. As discussed in Part 6 , there are experimentation and causal inference focussed data scientists who collaborate with product innovation teams across Netflix. Early experimentation tooling at Netflix, from 2001.

Education 245