🏸What is AIOps
While we got used to MLOps, a new Ops phenomenon happened in IT, the need for which actually arose a long time ago. Meet AIOps - using AI to simplify IT operations management and accelerate and automate problem solving in today's complex IT environments. AIOps leverages the power of big data, analytics and machine learning for the following purposes:
• Collecting and aggregating huge and ever-growing volumes of operational data generated by many IT infrastructure components, applications and performance monitoring tools;
• Filtering useful signals from noise to reveal really important events and patterns related to the performance and availability of systems;
• identifying root causes and responding quickly to problems, sometimes automatically without human intervention.
By replacing many separate tools for manual IT operations with a single intelligent and automated platform, AIOps enables you to respond quickly and even proactively to slowdowns and system failures with much less effort. AIOps bridges the gap between all diverse, dynamic and complex IT landscapes without sacrificing application performance and availability. With more companies moving from traditional IT infrastructure to a dynamic mix of on-premises clusters, private clouds, and public clouds today, AIOps is relevant for many enterprises.
https://medium.com/geekculture/aiops-6e463cbe617a