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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

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. Werner Vogels weblog on building scalable and robust distributed systems.

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Dutch Enterprises and The Cloud

All Things Distributed

In addition, its robust architecture supports ten times as many scientists, all working simultaneously. In 2012 Tom Tom launched a new Location Based Services (LBS) platform to give app developers easy access to its mapping content to be able to incorporate rich location based data into their applications.

Cloud 130
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Is Intel Doomed in the Server CPU Space?

SQL Performance

Intel officially moved on to what they call " Process- Architecture-Optimization (PAO) " in early 2016. This situation was so bad that Microsoft offered a 25% discount on the cost of SQL Server processor core licenses for SQL Server 2012 and SQL Server 2014, if you ran on qualifying AMD Opteron processors with six or more cores.

Servers 46
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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. The SQL Server batch mode implementation of a Bloom filter is optimized for modern CPU cache architectures and is known internally as a complex bitmap. Bitmap Choice.

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). 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