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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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Improving the Cloud - More Efficient Queuing with SQS - All Things.

All Things Distributed

Improving the Cloud - More Efficient Queuing with SQS. By Werner Vogels on 08 November 2012 03:00 PM. s e-commerce platform, messaging systems have always been a key part of our service-oriented architecture to build an asynchronous communication pipeline between different services. All Things Distributed. Comments ().

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Batch Mode Bitmaps in SQL Server

SQL Performance

There have been major improvements since the first appearance of the batch mode execution engine in SQL Server 2012. Bloom filters present a space- and time-efficient alternative when a simple bitmap is infeasible due to space requirements. This article is about batch mode bitmaps, which have a very different implementation.

Servers 75
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Taking DynamoDB beyond Key-Value: Now with Faster, More Flexible, More Powerful Query Capabilities

All Things Distributed

So when we launched in January 2012, we provided simple query functionality that used hash primary keys or composite primary keys (hash + range). Efficient Queries. Since then, we have been working on adding flexible querying. You saw the first iteration in April 2013 with the launch of Local Secondary Indexes (LSI).

Games 130