C3.ai, Inc.

Giuseppe Barbaro

Jeremy Zico Kolter

Henrik Ohlsson

Mehdi Maasoumy Haghighi

Umashankar Sandilya

The present disclosure provides systems and methods that may advantageously apply machine learning to detect and ascribe network interruptions to specific components or nodes within the network. In an aspect, the present disclosure provides a computer-implemented method comprising: mapping a network comprising a plurality of islands that are capable of dynamically changing by splitting and/or merging of one or more islands, wherein the plurality of islands comprises a plurality of individual components; and detecting and localizing one or more local events at an individual component level as well as at an island level using a disaggregation model.

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Redwood City, CA, United States of America

Giuseppe Barbaro