Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 5 of 5 for “"AIOps"”.
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A Systems Approach to Effective AIOps Implementation
Artificial Intelligence in IT Operations, or AIOps, has gained considerable attention and expectations over the past few years. However, implementing AIOps in organizations is challenging. This research aims to guide effective enterprise-level AIOps implementation by building a general framework …
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Evaluation, Interpretation, and Maintenance of Machine Learning Models for IT Operations
AIOps (Artificial Intelligence for IT Operations) solutions leverage the massive data generated during the operation of large-scale systems and machine learning models to assist in managing system operations. While prior studies focus on innovative modeling techniques to improve the performance of …
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Efficient Seasonal Forecasting of Application Demand with ELF
… of data services has led to an increased need of AIOps, or intelligent systems that can offer consistent operation while dynamically adjusting their operation for the data services requested. In the field of storage systems, self-management features include proactive management of resources …
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A layered architecture for log analysis in complex IT systems
… of Artificial Intelligence for IT Operations (AIOps), plays an essential role by serving as a major source for investigating the complex behaviors and failures of IT systems. Therefore, this dissertation addresses the critical need for effective log analysis in complex IT systems by introducing …