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AI in IT Operations AIOps – How It Works

169 views· 1 likes· 3:24· Jun 21, 2025

Any Query: alamakash1000@gmail.com or alamgir@alphacloudbd.com Contact : 01629-539022 AI in IT Operations (AIOps) – How It Works Description: Discover how AIOps is transforming IT operations by combining artificial intelligence, machine learning, and big data to automate and optimize IT infrastructure management. Learn how it works and its benefits in under 500 words. Tags: AIOps, IT Operations, Artificial Intelligence, Machine Learning, DevOps, IT Automation, IT Monitoring, Predictive Analytics, IT Infrastructure This is Md Alamgir Hossain Akash. Msc in Computer Science at Comilla University. I am also Microsoft Certified Professional (MCP) and  Microsoft Certified Solutions Associate (MCSA). Already I have Completed CCNA.Troubleshoot and Diagnosis all IT related Device as a Printer, Leptop, desktop, Projector and Server.Configure and Install all IT related Device as a Printer, Leptop, desktop, Projector and Server. My channel is Networking & Hardware related content. Dell EMC PowerEdge Server Solution: https://www.youtube.com/watch?v=EBBkAyWzPKo&list=PLS02tI2bh5crwp6bqGy1B9RuhaC3k_5zP Backup : https://www.youtube.com/watch?v=pwWKJnN2ApM&list=PLS02tI2bh5cpLAXd4pXB0c3gWDFfPhXHc Asustor NAS Storage : https://www.youtube.com/watch?v=A0NZBn2HRkk&list=PLS02tI2bh5coONwcGYs5CrMCaNzobeueO My channel Link: https://www.youtube.com/channel/UCLe3D41pWKUC77LeKFZ8N2Q/videos?view_as=subscriber All Router Configure:https://www.youtube.com/watch?v=1S_nEHQZFlA&list=PLS02tI2bh5coCNrH6cM7nq6axLQnyJzKR All Epson Printer :https://www.youtube.com/watch?v=mUAQWu4kdf0&list=PLS02tI2bh5cqlDa3X_uo7lyKLBPbpkap6 HP Server :https://www.youtube.com/watch?v=PfQlNKrM77s&list=PLS02tI2bh5cpEKZJuXYPWpPHHUVpJOZUa HP Printer : https://www.youtube.com/watch?v=3RVodVKaJTA&list=PLS02tI2bh5crwd28tpnG-nDmcUY0TJFf8 All Playlist : https://www.youtube.com/channel/UCLe3D41pWKUC77LeKFZ8N2Q/playlists Windows 10 All Solution :https://www.youtube.com/watch?v=8l-fX8tppvY&list=PLS02tI2bh5crvScAH-638MmlOK2_4lTz1 Windows Server 2019: https://www.youtube.com/watch?v=s2I5Uc5MCRs&list=PLS02tI2bh5cqnSjb9ou4Y7QxbQzeA1mCS Nconputing :https://www.youtube.com/watch?v=9b1szuE-5-A&list=PLS02tI2bh5coeXtOnmJ7Sk82Ez0PFm7lh Ethical Hacking :https://www.youtube.com/watch?v=6xu8oZ3XUA4&list=PLS02tI2bh5coaeZEc_Qqo8e-_JDLqLAx4

About This Video

In this video I explained AI in IT Operations (AIOps) and how it actually works in real IT environments. AIOps means using AI, machine learning (ML), and big data to enhance and automate IT operations, because traditional monitoring tools can’t keep up with today’s complex infrastructure—servers, applications, networks, and cloud services running together. The main idea is simple: AIOps collects huge amounts of operational data in real time (logs, metrics, events, traces, alerts) and then analyzes it to detect issues, predict problems, and even take action automatically. I broke the workflow into three key parts. First is data ingestion and correlation—AIOps pulls data from multiple sources and connects “unrelated” events to build one unified picture (like CPU spike + failed login + slow database response pointing to a bigger issue). Second is anomaly detection and root cause analysis—AIOps learns normal behavior over time and flags unusual patterns faster than static thresholds, then pinpoints the component causing the problem. Third is automation and remediation—once an incident is identified, it can trigger workflows like restarting services, scaling cloud resources, notifying teams, or creating tickets automatically. The big takeaways: faster incident response, less alert fatigue, better uptime, smarter planning, and cost savings through automation.

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