AIOps - Artificial Intelligence in IT Operations - Part 1

 

What's AI Ops?


  • AIOps means Artificial Intelligence in IT Operations. The term was coined by Gartner.

  • AIOps is the application of machine learning (ML) and data science to IT operations problems. 

  • AIOps platforms combine big data and ML functionality to enhance and partially replace all primary IT operations functions, including availability and performance monitoring, event correlation and analysis, and IT service management and automation.

  • AIOps platforms consume and analyze the ever-increasing volume, variety and velocity of data generated by IT and present it in a useful way.



How AI Ops work


AIOps performs IT operations through self learning and self correcting systems.


AIOps deploys:

  • Machine Learning techniques to understand the ever changing IT environment

  • Artificial Intelligence to detect abnormalities

  • Intelligent automation to remediate abnormalities before it impacts

  • It learns from the kind of events and way those events are happening rather than a knowledge base or SOP

  • AIOps based platform enables proactive detection and remediation of incidents helping organizations drive towards a Zero Incident Enterprise



AI Ops Benefits


  • Drive intelligent, secure, and cost-effective operations - Boost visibility across operations and improve risk management while reducing cost and vulnerabilities.

  • Deliver AIOps-driven business service health - Reduce incidents and MTTR (Mean Time to Repair) with AIOps to eliminate noise, prioritize, identify root cause, and remediate. 

  • Unify workflows to prioritize and remediate efficiently - Replace error‑prone, ad hoc processes across security, risk, and IT teams. 

  • Automation and service improvements - Automate vulnerability, security incident, and risk management.

  • Go beyond legacy tools with AIOps - Use advanced technology across IT operations to deliver high‑performance services that create amazing experiences throughout the enterprise.


In the next part of the article, we will review the strategies that we should adopt for implementing AIOps as well as some popular tools available in the market. Talk to you soon...

Comments

Post a Comment

Popular posts from this blog

How ChatGPT is revolutionizing AI paradigm

Image
The world of technology is buzzing with a new word – ChatGPT. The platform was made available for public beta testing in November 2022. Within a week of its launch, ChatGPT has crossed more than 1 million users. There are speculations that the platform can replace Google search and more so humans in the future. ChatGPT is a new artificial intelligence (AI) powered writing technology that is designed to help writers create better and more efficient content. The technology works by using a natural language processing (NLP) algorithm to analyze a piece of text and then provide feedback to the writer on how they can improve their writing. ChatGPT is an AI tool is designed to help you write faster and more efficiently by predicting the next word or phrase in your conversation. ChatGPT is based on the GPT-3 model, which was developed by OpenAI. GPT-3 is a state-of-the-art machine learning platform that has been trained on a large amount of data. This allows ChatGPT to predict what you’re ...
Read more

What is IOT (Internet of Things)?

Image
  The Internet of Things (IoT) describes the network of physical objects - "things” - that are embedded with sensors, software, and other technologies for the purpose of connecting and exchanging data with other devices and systems over the internet. These devices range from ordinary household objects to sophisticated industrial tools.   New Balance Shoes: Thanksgiving sale 20% off select styles   In other words, IoT is a system of interrelated computing devices, mechanical and digital machines, objects, animals or people that are provided with unique identifiers (UIDs) and the ability to transfer data over a network without requiring human-to-human or human-to-computer interaction.     A thing in the internet of things can be a person with a heart monitor implant, a farm animal with a biochip transponder, an automobile that has built-in sensors to alert the driver when tire pressure is low or any other natural or man-made object th...
Read more

Augmented Reality (AR), Virtual Reality (VR), Mixed Reality (MR) and Extended Reality (XR) - An Introduction

Image
The way we work, play, and socialize is changing dramatically. More people than ever are working remotely, and screens have become the leading platform for learning and gaming. And this evolution has paved way to the metaverse — today, popular technologies like AR, VR, MR and XR seamlessly unleash you into an immersive world where you can shop, create and play games, collaborate with colleagues, explore, and more. 20 years ago, the idea of experiencing digital content as if it were part of our real environment seemed like science fiction. For a long time VR hardware was expensive, complicated and totally unintuitive. Today, AR, VR, MR and XR technologies look completely different – 360-degree videos on YouTube, AR filters on Snapchat and homemade VR devices like the Google Cardboard are changing our experience of immersive experiences. Especially in times of social distancing, of travel restrictions and limitations, augmented reality can replace a real “prevented reality”. Let us t...
Read more