Unsupervised Real-Time Stream-Based Novelty Detection Technique

Anna Vergeles, Oracle, Nataliia Manakova, Oracle (15.Sep.2018 at 14:30, 40 min)
Talk at Highload fwdays '18 (English - UK)

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High-load systems produce lots of telemetry information in every time slot. That is quite a challenge to say if the working load has changed significantly right now or everything runs as expected. This presentation covers the novelty detection technique used for cloud systems that combines non-real-time learning with real-time estimation ensemble.

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