AIOps Blog – BMC Blogs http://www.bmc.com/blogs BMC Software Fri, 25 May 2018 09:14:43 +0000 en-US hourly 1 http://blogs.bmc.com/wp-content/uploads/2016/04/bmc_favicon-300x300-150x150.png AIOps Blog – BMC Blogs http://www.bmc.com/blogs 32 32 Machine Learning, Data Science, Artificial Intelligence, Deep Learning, and Statistics http://www.bmc.com/blogs/machine-learning-data-science-artificial-intelligence-deep-learning-and-statistics/ Fri, 16 Feb 2018 00:00:34 +0000 http://www.bmc.com/blogs/?p=11875 Machine learning. Data science. Artificial intelligence. Deep learning. Statistics. Most organizations, companies and individuals today are using these technologies – whether they know it or not. If your work involves computers, you’re likely familiar with at least some of them – but the terms can be confusing, and their use sometimes conflicting. The 21st century […]]]> Supervised vs Unsupervised AIOps Machine Learning http://www.bmc.com/blogs/supervised-vs-unsupervised-aiops-machine-learning/ Wed, 31 Jan 2018 00:00:05 +0000 http://www.bmc.com/blogs/?p=11806 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 frequently characterized as the effort to give machines […]]]> Concerns and Challenges of IT Leaders Considering AIOps Platforms http://www.bmc.com/blogs/concerns-and-challenges-of-it-leaders-considering-aiops-platforms/ Thu, 11 Jan 2018 18:52:16 +0000 http://www.bmc.com/blogs/?p=11722 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 AIOps. […]]]> AIOps Leverages Natural Language Processing for Service Tickets http://www.bmc.com/blogs/aiops-leverages-natural-language-processing-for-service-tickets/ Thu, 30 Nov 2017 00:00:41 +0000 http://www.bmc.com/blogs/?p=11528 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 ingests large volumes […]]]> Why AIOps Needs Big Data and What That Means for You http://www.bmc.com/blogs/why-aiops-needs-big-data-and-what-that-means-for-you/ Thu, 16 Nov 2017 06:36:26 +0000 http://www.bmc.com/blogs/?p=11472 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 initiative. […]]]> What AIOps Products and Vendors Should You be Looking at? http://www.bmc.com/blogs/what-aiops-products-and-vendors-should-you-be-looking-at/ Wed, 25 Oct 2017 12:03:42 +0000 http://www.bmc.com/blogs/?p=11329 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 Operations. AIOps refers to multi-layered technology platforms […]]]> IT Alerts: From Operational Trenches to AIOps http://www.bmc.com/blogs/it-alerts-from-operational-trenches-to-aiops/ Wed, 16 Aug 2017 04:15:09 +0000 http://www.bmc.com/blogs/?p=11055 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 customized and […]]]> AIOps and the New IT Skill Sets http://www.bmc.com/blogs/aiops-and-the-new-it-skill-sets/ Wed, 09 Aug 2017 19:57:25 +0000 http://www.bmc.com/blogs/?p=11013 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 […]]]> What Is AIOps? AIOps Explained http://www.bmc.com/blogs/what-is-aiops/ Fri, 30 Jun 2017 03:04:37 +0000 http://www.bmc.com/blogs/?p=10819 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 […]]]>