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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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What is Kubernetes? Orchestrating the world at the age of a first grader

Dynatrace

The bold ones were building distributed architectures using SOA, trying to implement ESBs and this all looked good on paper but ended up being difficult to implement. . ? Containers and Microservices: R evolution in the architecture of distributed systems . ? But a perfect storm was brewing on the horizon. Cloud-native?

Google 132
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article thumbnail

What is Kubernetes? Orchestrating the world at the age of a first grader

Dynatrace

The bold ones were building distributed architectures using SOA, trying to implement ESBs and this all looked good on paper but ended up being difficult to implement. . ? Containers and Microservices: R evolution in the architecture of distributed systems . ? But a perfect storm was brewing on the horizon. Cloud-native?

Google 130
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Cloud Native Cost Optimization

Adrian Cockcroft

My 2014 re:Invent talk provides a structured basis for covering all the aspects of cost optimization, although some of the examples are now out of date. link] My old friend Constantin Gonzales (we worked together over 20yrs ago at Sun) has a regular presentation at re:Invent on running Lean Architectures, with a customer appearance by HERE.

Cloud 52
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Cloud Native Cost Optimization

Adrian Cockcroft

My 2014 re:Invent talk provides a structured basis for covering all the aspects of cost optimization, although some of the examples are now out of date. link] My old friend Constantin Gonzales (we worked together over 20yrs ago at Sun) has a regular presentation at re:Invent on running Lean Architectures, with a customer appearance by HERE.

Cloud 40
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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

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. Complex bitmaps have supported multiple join columns and all batch mode data types since SQL Server 2014. Bitmap Choice.

Servers 75