yuanlii / SAND-project

Working documents of SAND project.
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Ps_OWD analysis #18

Open yuanlii opened 4 years ago

yuanlii commented 4 years ago

Analytics Plan: (Oct.11)

  1. for the entire network, get the average delay_mean, delay_median, delay_sd values (根据距离不同, delay_mean和delay_median 可能在pair之间不具可比性,但delay_sd可以在不同pair 之间比较

  2. for each src - dest pair, get the average delay_mean, delay_median, delay_sd values

    • can compute multiple (e.g., 10 days), then averaged those 10 days results (注意:同比, week over week, year over year, etc.)
  3. for each src - dest pair, 可以比较从timestamp t1 --> t2这期间,delay_median, delay_mean, 'delay_sd`的变化trend (注意:时间区间的选择同样注意·同比· | 时间间隔长度needs more thoughts)

  4. cross-correlate owd data among multiple src-dest pairs => needs more thoughts

  5. cross-correlate owd metric with other network metrics, e.g., throughput, packet_loss, etc. => for anomaly detection

yuanlii commented 4 years ago

Question lists:

  1. Can delay be negative values? (Oct.11)