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什麽開源解決方案可以用來實現基於黎曼度量的異常檢測?



當Riemann用作系統和/或應用度量收集器時,可以使用什麽開源工具來實現異常檢測監控?

轉載註明原文: 什麽開源解決方案可以用來實現基於黎曼度量的異常檢測?

一共有 1 個回答:

我能想到3種可能性(不完全基於黎曼度量標準,但圍繞異常檢測):

  1. Outdated but the most efficient in anomaly detectionI know: Shyline + Oculus from Etsy Both tools available from etsy's github as Skyline and oculus, check the network graph for more up to date forks. Best one I found is earthgecko/skyline with its doc
  2. Graphite and checking that the Standard deviation fits in the Holtz Winter's Confidence bands
  3. ELK stack in version 5 with timelion which, as above, allow to compute a standard deviation and alert if it goes out of confidence bands with the proper license.