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Using Machine Learning to Detect Anomalies in Performance Engineering

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We depend on large scale systems. Google, Facebook, and Amazon are just a few examples of data centers made up of thousands of machines running complex software applications. Making sure they run smoothly requires high availability, responsiveness, and close monitoring—a task that's become even more critical in recent years. With the processing for...
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Featured Post: The Power of Autoscaling

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This article first appeared in Devops.com , written by Senior Software Engineer Alejandro Calderon.  Many years ago when I was interning as a software engineer, I made a mistake that could have ended my career just as it was getting started … It was my birthday, and I was given the task of loading queries to a database. The task was straightfo...
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A Very Brief Introduction to Machine Learning

A Very Brief Introduction to Machine Learning
The increasing use of AI to power many of the programs you use on a daily basis from your email spam folder to facial recognition in photos on social media, means that it has become quite a popular topic, and that data scientists have found themselves in high demand. Machine learning is a subcategory of AI that deals with programs that can complete...
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