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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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How multicloud observability boosts cloud performance at Tractor Supply Co.

Dynatrace

Rural lifestyle retail giant Tractor Supply Co. Rural lifestyle retail giant Tractor Supply Co. discussed the 85-year-old retailer’s cloud migration journey and the importance of multicloud observability at Dynatrace Perform 2023. We also couldn’t compromise on performance and availability.”

Cloud 171
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The value of business events: How IT can increase business agility

Dynatrace

Business events are prioritized over metric events and observability data to deliver lossless precision. Consider the following business revenue use case: A retail chain wants to boost the average checkout transaction value by encouraging customers to add additional items to their purchase. What are business events?

Analytics 227
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How to use Server Timing to get backend transparency from your CDN

Speed Curve

However, that pesky 20% on the back end can have a big impact on downstream metrics like First Contentful Paint (FCP), Largest Contentful Paint (LCP), and any other 'loading' metric you can think of. This data is available by enabling the mPulse behavior in property manager. That performance golden rule still holds true today.

Servers 57
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Nines are not enough: meaningful metrics for clouds

The Morning Paper

Nines are not enough: meaningful metrics for clouds Mogul & Wilkes, HotOS’19. Or a system availability SLO, for availability seen by the end user, may well depend on the user carefully exploiting the available redundancy. Is there another way of thinking about this?

Metrics 79
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A Complete Guide to Performance Budgets

Speed Curve

A performance budget is a threshold that you apply to the metrics you care about the most. A good performance budget chart, such as the one above, should show you: The metric you're tracking The threshold you've created for that metric When you exceed that threshold How long you stayed out of bounds When you returned to below the threshold 3.

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Ten years of page bloat: What have we learned?

Speed Curve

How does page bloat affect other metrics, such as Google's Core Web Vitals? And if that already wasn’t enough, the number of images on a page has been linked to lower conversion rates on retail sites. You can see this by looking at the synthetic test result for Sears.com (again, available via our Industry Benchmarks ).

Mobile 145