This system monitors how software is performing by collecting streams of data from it. It processes this data as it arrives, grouping it into time intervals and running calculations, like totals, on it. Crucially, it sets a specific deadline for data arrival, based on the type of software sending it, to determine if the software has failed or if data is simply delayed.
Why it matters: The increasing scale and complexity of distributed cloud systems since 2021 have intensified the need for intelligent monitoring. Advances in AIOps and machine learning could now automate the determination of the specific delay and failure thresholds mentioned in the claims, which previously might have required more manual configuration.
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