A Roadmap to AIOps

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In my conversations with customers about AIOps, I frequently hear concerns about maturity. Customers may believe, for example, they aren’t mature enough to implement analytics, or that there is a linear progression for AIOps capabilities and they must start from a certain point corresponding to their own maturity self-assessment. Oftentimes they … [Read more...]

Supervised vs Unsupervised AIOps Machine Learning

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AIOps Machine Learning

This post explains the difference between “supervised” and “unsupervised” machine learning in the context of Artificial Intelligence for IT Operations (AIOps). I’ll define the difference between the two, briefly discuss application considerations and share a couple of IT-specific examples. What is “machine learning”? Machine Learning (ML) is … [Read more...]

Concerns and Challenges of IT Leaders Considering AIOps Platforms

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In my role as Principal Solutions Marketing Manager for BMC’s TrueSight SaaS analytics and monitoring solutions, I’ve had the opportunity to talk with hundreds of customers this past year about Artificial Intelligence for IT Operations (AIOps). If you haven’t heard about AIOps before, check out this blog post and the Gartner Market Guide for … [Read more...]

AIOps Leverages Natural Language Processing for Service Tickets

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As IT service delivery becomes more complex and dynamic, forward-thinking IT leaders are turning to Artificial Intelligence for IT Operations (AIOps). By leveraging machine learning and analytics on a big data platform, AIOps can help to resolve IT issues more efficiently and help to identify opportunities for automation. An AIOps platform that … [Read more...]

Why AIOps Needs Big Data and What That Means for You

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In our previous blog post explaining what “Artificial Intelligence for IT Operations” (AIOps) is, we presented the following graphic: In this blog post, we’ll go deeper into the Big Data layer, explain why it is essential for AIOps, provide a brief overview of big data evolution and discuss what this means for your AIOps … [Read more...]

What AIOps Products and Vendors Should You be Looking at?

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MLC Automation Robots

Gartner recently released their Market Guide for AIOps Platforms, which discusses what the AIOps software marketplace looks like and how Gartner believes Infrastructure and Operations (I&O) leaders should begin implementing their AIOps deployments over the next five years. Why it’s important AIOps stands for Artificial Intelligence for IT … [Read more...]

IT Alerts: From Operational Trenches to AIOps

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Most enterprises are undergoing rapid digital transformation to keep up with their competition by embracing innovation with new ways to deliver value at greater speeds and lower cost. For example, retail stores and banks are losing their brick and mortar for online digital experiences that delight customers with convenience and services that are … [Read more...]

AIOps and the New IT Skill Sets

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In an earlier post, Seth Paskin and I answered the question "What is AIOps?" in the following way: “AIOps refers to multi-layered technology platforms that automate and enhance IT operations by using analytics and machine learning to analyze big data collected from various IT operations tools and devices, in order to automatically spot and react … [Read more...]

What Is AIOps? AIOps Explained

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According to Gartner, IT Operations personnel (IT Ops) are in for a major change over the next few years. This change is driven by frustration with traditional IT management techniques, methods that enterprise IT Ops teams see as unable to cope with digital business transformation. Gartner predicts we will see a significant change in current IT Ops … [Read more...]