The rise of AI has influenced almost every domain, including DevOps and SysOps. When AI is infused into tools that are used for systems management, they become more efficient and intelligent.
Like other machine learning-based systems, AIOps relies on massive amounts of data. The metrics, logs and events captured from tens of thousands of machines help data scientists and ML engineers derive interesting insights through correlation.
Amazon is equipped with everything it takes to design an effective AIOps strategy for its infrastructure, operations, and management services. It has an army of researchers and engineers working on machine learning and artificial intelligence domains. The massive data center footprint that AWS has generates large datasets extremely useful for training models and implementing AIOps.
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