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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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A Decade of Dynamo: Powering the next wave of high-performance, internet-scale applications

All Things Distributed

Today marks the 10 year anniversary of Amazon's Dynamo whitepaper , a milestone that made me reflect on how much innovation has occurred in the area of databases over the last decade and a good reminder on why taking a customer obsessed approach to solving hard problems can have lasting impact beyond your original expectations.

Internet 130
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Is Intel Doomed in the Server CPU Space?

SQL Performance

From 2007 until 2016, Intel was able to successfully execute their Tick-Tock release strategy, where they would introduce a new processor microarchitecture roughly every two years (a Tock release). Since Intel had no viable competition from a performance perspective, they had little incentive to continue to innovate at the same pace.

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World’s Top Web Performance Leaders To Watch

Rigor

Author of the Pocket Guide to Web Performance and co-author of Using WebPageTest , Andy is an independent web performance consultant in the UK who has helped many leading retailers, newspapers and financial companies make their sites faster. He is a co-organizer of the London Web Performance meetup.

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Mitigating Capability Risk

The Agile Manager

These are not problem domains that lend themselves to a divide-and-conquer approach, they are domains that require a discover-collaborate-innovate approach. A recent quote from Shari Ballard, EVP of Retail Channel with Best Buy, highlights this: 'Look at why big companies die. They implode on themselves.