Brien details the pros and cons of Hyper-V replication versus clustering, and what scenarios work best for each method. For several years now, I have been using Hyper-V's replication feature to ...

Dr. James McCaffrey of Microsoft Research presents a full-code, step-by-step tutorial on technique for visualizing and clustering data. A self-organizing map (SOM) is a data structure that can be used ...

In the age of digital transformation, the uptime and continuous availability of systems are paramount for businesses across all sectors. High Availability (HA) clustering has emerged as a critical ...

Data clustering is the process of grouping data items so that similar items are placed in the same cluster. There are several different clustering techniques, and each technique has many variations.

I’m a huge fan of server virtualization for mixed purpose hosting. It’s not a perfect fit for every situation but it’s very versatile. The portability of guest operating systems adds some level of ...

A Spark application contains several components, all of which exist whether you’re running Spark on a single machine or across a cluster of hundreds or thousands of nodes. Each component has a ...