Most of the AIOps companies are doing the process right, some use AI and ML properly, but most fail on how to automate data processing, or DataOps, on how to get the right data to AIOps tools at the right time. In this eBook "Data Done Right for AIOps," I discuss this in detail and offer some possible solutions including Robotic Data Automation (RDA).
I am very honored to be part of the Edgevana podcast series talking to the legendary Mark Thiele on various edge, AI, AIOps, total observability at edge, and other related topics.
Summary I did a deep dive vendor research report on Zebrium which specializes in automatic root cause analysis using machine leaning. Quick summary from the report: Zebrium is an Observability/AIOps platform that uses unsupervised machine learning to auto-detect software problems and automatically find root causes, reducing manual labor and speeding […]
Observability is an emerging set of practices, platforms, and tools that goes beyond monitoring to provide insight into the internal state of systems by analyzing external outputs. Monitoring has been a core function of IT for decades, but old approaches have become inadequate for a variety of reasons—cloud deployments, agile development methodology, continuous deployments, and new DevOps practices among them.
Summary Observability is an emerging set of practices, platforms, and tools that goes beyond monitoring to provide insight into the internal state of systems by analyzing external outputs. It’s a concept that has its roots in 19th century control theory concepts and is rapidly gaining traction today. Of course, monitoring has been […]
AIOps vs Observability vs Monitoring – What Is The Difference? Are You Using The Right One For Your Enterprise?
This article was originally published in Forbes on Feb 2, 2021 In the last few months, I have been analyzing and writing a research report for GigaOm in this space, which is due to be released soon. I looked at about 30+ vendors in this space as part of that […]
An Evaluation Guide for Technology Decision Makers by Andy Thurai and David Linthicum Summary The concept of observability has evolved over the years, referring to the ability to monitor the internal states of systems using the externally exhibited characteristics of those systems. It provides the ability to predict the future […]