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Back-to-Basics Weekend Reading - Machine Learning

All Things Distributed

ML is used for predictive analytics and predictive modeling, e.g. making predictions about the likelihood that a certain event is going to happen (will this customer be interested in this item, is this message spam). Pintelas, Artificial Intelligence Review 26:159–190 (2006). Kotsiantis, I. Zaharakis, and P.

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Dynatrace PurePath 4 integrates OpenTelemetry and the latest cloud-native technologies and provides analytics and AI at scale

Dynatrace

In 2006, Dynatrace released the first production-ready solution for distributed tracing with code-level insights. PurePath unlocks precise and actionable analytics across the software lifecycle in heterogenous cloud-native environments. This is where Dynatrace comes into play. Waterfall visualization of all requests.

Analytics 154
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Front-End Testing is For Everyone

CSS - Tricks

Cem Kaner, “Exploratory Testing” (November 17, 2006). Some test types have a test coverage analytic that shows just how much of your code (as a percentage) is looked at by that particular test. At its most basic, testing is an automated tool that finds errors in your development as early as possible.

Testing 95
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Improving The Performance Of Wix Websites (Case Study)

Smashing Magazine

This includes building websites, hosting websites, managing campaigns, SEO, analytics, CRM, and much more. It was founded in 2006 and has since grown to have over 210 million users in 190 countries, and hosts over five million domains.

Website 126
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The Surprising Effectiveness of Non-Overlapping, Sensitivity-Based Performance Models

John McCalpin

The presentation discusses a family of simple performance models that I developed over the last 20 years — originally in support of processor and system design at SGI (1996-1999), IBM (1999-2005), and AMD (2006-2008), but more recently in support of system procurements at The Texas Advanced Computing Center (TACC) (2009-present).

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Expanding the Cloud - Amazon S3 Reduced Redundancy Storage.

All Things Distributed

Amazon Simple Storage Service (S3) was launched in 2006 as "Storage for the Internet" with the promise to make web-scale computing easier for developers. Driving down the cost of Big-Data analytics. Durability in Amazon S3. Introducing the AWS South America (Sao Paulo) Region. Expanding the Cloud - Introducing Amazon ElastiCache.

Storage 71
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Data Mining Problems in Retail

Highly Scalable

most of them are structured as data scientist manuals focusing on algorithms and methodologies and assume that human decisions play a central role in transforming analytical findings into business actions. This framework will later be used to describe analytical problems in a more uniform way. Thomas, 2006. Fano, 2002.

Retail 152