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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.

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How to use Server Timing to get backend transparency from your CDN

Speed Curve

Looking at the industry benchmarks for US retailers , four well-known sites have backend times that are approaching – or well beyond – that threshold. Pagespeed Benchmarks - US Retail - LCP When you examine a waterfall, it's pretty obvious that TTFB is the long pole in the tent, pushing out render times for the page.

Servers 57
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An Opinionated Guide to Performance Budgets

Speed Curve

Throughout this post I've used examples from our public Industry Benchmarks dashboard , which I'd encourage you to check out so that you can explore these metrics on your own. read industry case studies, like those gathered on WPOstats.com. Look at your own industry/competitor benchmarks and your own data! Is it loading?

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A Complete Guide to Performance Budgets

Speed Curve

The easiest way to validate your metrics is to look at rendering filmstrips in your synthetic test data, like this: In the example above (taken from our Industry Benchmarks ) you can see: Start Render does correlate to content appearing in the viewport. Let's get started! Background: How performance budgets work 1.

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Google PageSpeed Insights - Scoring 100/100 with WordPress

KeyCDN

Take these statistics from Google’s industry benchmarks for mobile page speed guide: We’ve said it before but it’s worth reiterating that as web page load times increase, so does the likelihood of your visitors. Fonts are render-blocking as we discussed in our case study on web font performance.

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