AIOps Model

AIOps (Artificial Intelligence for IT Operations) leverages AI and machine learning to automate and optimize IT system management, primarily aiming to improve efficiency, reduce human intervention, and enhance system resilience. Current research focuses on developing robust and adaptable AIOps models, including those based on deep learning, large language models, and time series analysis, for tasks such as anomaly detection, root cause analysis, and predictive maintenance. These advancements are crucial for managing the increasing complexity and scale of modern IT systems, offering significant potential for improved operational efficiency and reduced downtime across various industries.