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

The Netflix TechBlog

You are designing a learning system to forecast Service Level Agreement (SLA) violations and would want to factor in all upstream dependencies and corresponding historical states. Nonetheless, Netflix data landscape (see below) is complex and many teams collaborate effectively for sharing the responsibility of our data system management.

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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

During the 90s, we saw two content management systems for static sites — Microsoft FrontPage in 1996 and Macromedia Dreamweaver in 1997. These desktop applications incremented the tooling an inch closer to the modern Jamstack content management systems of today. Drupal has a rich and extendable permission system.

Ecommerce 140
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Data Mining Problems in Retail

Highly Scalable

Most of this article represents an overview of the results published by retailers and researchers who built practical decision making and optimization systems combining abstract economic models with data mining methods. The most typical use cases for this problem are recommender systems, personalized search results ranking, and targeted ads.

Retail 152
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The Safe Haven of Regulation

The Agile Manager

True, both IBM and Microsoft were subject to regulation in 1956 and 2001, respectively, to limit their monopolistic powers. But neither suffered dents in their financial returns as a result (attorney fees notwithstanding), and the tech industry innovated in ways that made their respective monopolistic states very short lived.

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Back-to-Basics Weekend Reading - Staged Event-Driven Architecture

All Things Distributed

Werner Vogels weblog on building scalable and robust distributed systems. Several of the principles from this paper have made it into systems I have since built. I have been a fan of much of Matts work as he combined common sense engineering with excellent intellectual innovation. All Things Distributed. Comments ().

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

Adrian Cockcroft

Photo by Adrian I spent six years at Cambridge Consultants, building some interesting systems, managing our Sun workstations and learning a lot, but by then Sun had opened a sales office across the street, and I wanted to find out what they were going to release next, before everyone else. as a result there were product and messaging changes.

Tuning 52