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AutoMAP Diagnose Your Microservice based Web Appli

Introduction

  1. 建立Anomaly Behavior Graph (和之前的工作基本没什么差别)
    1. 依据节点之间的相关性,每个指标分别计算
  2. update metric weight
    1. 根据historical similar anomaly profile计算weight
  3. random walk
    1. 和之前的工作没什么差别

边的方向的确定,通过v structure

https://lizeyan-ipic.oss-cn-beijing.aliyuncs.com/image-20200323195814858.png

\(v_i\)\(v_l\)给定\(v_j\)时是条件独立的,所以自然均应该指向\(v_j\)

剩下的规则都是为了维护v structure或者无环

https://lizeyan-ipic.oss-cn-beijing.aliyuncs.com/image-20200323201208283.png

Methodology

Evaluation

Thinking and Conclusion


Last update : July 1, 2023
Created : February 13, 2023

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