EGADS: A Scalable, Configurable, and Novel Anomaly... | Yahoo LabsEGADS: A Scalable, Configurable, and Novel Anomaly Detection System By Nikolay Laptev, Saeed Amizadeh, Youssef Billawala As new Yahoo Mail or Flickr features go from a prototype to full production, monitoring vital system components for problems (i.e. anomalies) is critical. Manually setting static thresholds to detect big spikes in traffic becomes impractical due to the sheer number of time-serie
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