The invention discloses an automatic AI
memory leak intelligent positioning and
root cause traceability analysis
system, and relates to the technical field of
memory leak intelligent positioning and
root cause traceability analysis. The automatic AI
memory leak intelligent positioning and
root cause traceability analysis method includes the following steps: S1,
data acquisition: performing index acquisition through a multi-dimensional
data acquisition unit, and supporting physical memory and
virtual memory utilization rate, heap and stack memory allocation and log release, object creation, track destruction and thread execution state index acquisition; according to the automatic AI memory leak intelligent positioning and root cause tracing analysis
system, the leak position is positioned, the root cause can be analyzed from dimensions such as code defects, improper configuration and resource competition, the leak recurrence rate is reduced, normal memory fluctuation and a real leak mode are effectively distinguished through sliding window
time sequence analysis, exception screening and
feature engineering optimization, and the reliability of the
system is improved. False alarms are reduced, and the accuracy of abnormal event identification is improved.