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I am looking for a paper or return on experience regarding the use of Machine Learning in predictive maintenance in the context of data center?

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  • $\begingroup$ Welcome to SciComp.SE. I think that your question deserves more atention. Have look for papers with these keywords in Google Scholar, for example? $\endgroup$
    – nicoguaro
    Aug 16, 2016 at 15:17
  • $\begingroup$ I look at the Google but didn't yet find any interesting and relevant use cases either return of expérience on this subject. $\endgroup$
    – user21364
    Aug 17, 2016 at 5:22

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I'm biased here, but my colleague Edward Chuah has done some research on identifying and predicting these kinds of failures, though we have not taken full advantage of these predictions, yet, at TACC. Perhaps, also, there's not as much ML in this as you'd like to see, depending on your definition of ML.

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We have worked on implementing machine learning in predictive maintenance. We use enabling technologies such as machine learning and data science to provide predictive maintenance solutions for OEM’s and dealers. This solution will transform and analyse the sensor data embedded in vehicles (cars, trucks, EVs), enabling our customers to deploy this solution in the manufacturing industry (aerospace, mechanical and automotive) to reduce downtime and costs.

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    $\begingroup$ Can you describe three information that is on the link? $\endgroup$
    – nicoguaro
    Apr 9, 2021 at 15:13

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