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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 156
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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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Should You Use ClickHouse as a Main Operational Database?

Percona

What if we use ClickHouse (which is a columnar analytical database) as our main datastore? Well, typically, an analytical database is not a replacement for a transactional or key/value datastore. This information can be a mix of analytical (OLAP) queries (i.e. Analytical databases are optimized for a low number of slow queries.

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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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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.

Retail 152
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Improving The Performance Of Wix Websites (Case Study)

Smashing Magazine

Now, let’s take a deeper look into the actions and processes we put in place in order to achieve these significant results. This includes building websites, hosting websites, managing campaigns, SEO, analytics, CRM, and much more. In other words, we needed to find a way to automate the process of preventing performance degradations.

Website 127