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esafak
12 months ago
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TimesFM: Time Series Foundation Model for time-ser...
Telemetry. Dashboards. The application is knowing when a signal is anomalous.
https://en.wikipedia.org/wiki/Observability_(software)
sarusso
12 months ago
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Oh, yes I am working on that. Usually LSTM, exploring encoder-decoders and generative models, but also some simpler models based on periodic averages (which are surprisingly useful in some use cases). But I don’t have per-core metrics.
tiagod
12 months ago
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Depending on how stable your signal is, I've had good experience with seasonal ARIMA and LOESS (but it's not neural networks)
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https://en.wikipedia.org/wiki/Observability_(software)