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
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.)
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)
cross-correlate owd data among multiple src-dest pairs => needs more thoughts
cross-correlate owd metric with other network metrics, e.g., throughput, packet_loss, etc. => for anomaly detection
Analytics Plan: (Oct.11)
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for each
src - dest
pair, get the averagedelay_mean
,delay_median
,delay_sd
valuesfor 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)cross-correlate owd data among multiple
src-dest
pairs => needs more thoughtscross-correlate owd metric with other network metrics, e.g., throughput, packet_loss, etc. => for anomaly detection