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AI Ops: Monitoring and Controlling AI – By Aditya Abeysinghe   What is AIOps? Artificial Intelligence for IT Operations (AIOps) is a method of using Artificial Intelligence (AI) to improve operations in IT services. Before AIOps, IT operations were managed manually and any outage was solved manually. However, monitoring and management of components is difficult with use of AI in large-scale systems and in a large number of system functionalities. Therefore, automated management is used in AIOps to reduce issues with unavailability and monitor services of a system. Why use AIOps? Digital operations in most services today use several sources of data. Historical, real-time, network-related data etc. are some forms of data used commonly in digital services. With manual management of these services, these data sources need to be analyzed to identify issues and then minimize their impact. With large amount of data generated from these sources, most digital services ...