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Happy 15th Birthday Amazon S3 -- the service that started it all

All Things Distributed

Storage was one of our biggest pain points, and the traditional systems we used just weren’t fitting the needs of the Amazon.com retail business. When we took a hard look at our storage for the Amazon ecommerce web site in 2005, we realized that the majority of our data needed an object (or key-value) store.

Ecommerce 216
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Data Mining Problems in Retail

Highly Scalable

Retail is one of the most important business domains for data science and data mining applications because of its prolific data and numerous optimization problems such as optimal prices, discounts, recommendations, and stock levels that can be solved using data analysis methods. However, many of these models are highly parametric (i.e.

Retail 152
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The Management Revolution that Never Happened

The Agile Manager

This has happened through equity buybacks (in 2005-8 this was usually funded with debt, since 2009 it's just as likely to be funded with excess cash flow) and dual-class share structures (Groupon, Facebook, News Corp, etc.) They are anathema to businesses with financing that demands precise control.

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Are Microservices to Ecosystems as Core Competencies were to Conglomerates?

The Agile Manager

The thinking was that by owning the supply chain from raw materials to retail outlets, a firm had direct control over its entire cost structure, making it better able to squeeze efficiencies out of it and being less susceptible to supply shocks. As far back as the 19th century, industrial firms pursued vertical integration strategies.