Abstract: Log data are widely used in anomaly detection tasks of software system. At present, log anomaly detection methods based on deep learning have greatly progressed. However, the existing ...

We’ve all heard the advice to “treat others the way you want to be treated.” But does that apply to AI? It should, says Microsoft’s Kurtis Beavers, a director on the design team for Microsoft Copilot.

A package to write Shell scripts like Blade Components and run them locally or on a remote server. Support for running tasks in the background and test assertions. Built upon the Process feature in ...

Abstract: Log analysis is challenging due to the unstructured nature of $\log$ messages. Most prior methods are limited to specific $\log$ formats and require substantial labeled data. Recent natural ...